KEYNOTE TALKS
| Keynote 1 | Friday, 09 December 2016 | 08:40 - 09:30 | Room: Auditorium |
| Of quantiles and expectiles: Consistent scoring functions, mixture representations, and forecast rankings | |||
| Speaker: T. Gneiting Co-authors: W. Ehm, A. Jordan, F. Krueger | Chair: Ingrid Van Keilegom | ||
| Keynote 4 | Sunday, 11 December 2016 | 12:15 - 13:05 | Room: Auditorium |
| Higher-order robust inference | |||
| Speaker: E. Ronchetti | Chair: Peter Rousseeuw | ||
| Keynote 5 | Sunday, 11 December 2016 | 18:10 - 19:00 | Room: Auditorium |
| Statistics for high-frequency observations of a stochastic process | |||
| Speaker: J. Jacod | Chair: Bent Nielsen | ||
PARALLEL SESSIONS
| Parallel session B: CMStatistics | Friday, 09 December 2016 | 09:40 - 10:55 |
| Session EO029 | Room: 213 |
| Recent advances in survival analysis | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Gongjun Xu | Organizer: Lan Wang |
| EO1394: G. Xu | |
| Estimation and inference of quantile regression for survival data under biased sampling | |
| EO1395: A. El Ghouch, I. Van Keilegom, M. De Backer | |
| Semiparametric copula quantile regression for complete or censored data | |
| EO1398: M. Amico, C. Legrand, I. Van Keilegom | |
| The single-index/Cox mixture cure model: A new modeling approach for the mixture cure model |
| Session EO033 | Room: 214 |
| Optimal and efficient designs | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Po Yang | Organizer: Po Yang |
| EO1162: X. Li | |
| Mismeasured response adaptive design: Theory and implementation | |
| EO1507: C.-Y. Lin | |
| Minimum contamination and beta-aberration criteria for screening quantitative factors |
| Session EO059 | Room: 217 |
| Non-regular statistical models | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Serguei Dachian | Organizer: Serguei Dachian |
| EO0565: M. Doering | |
| Multiple cusp estimation in regression models | |
| EO0540: S. Dachian | |
| On hypotheses testing for Poisson processes: Regular and singular cases | |
| EC1683: E.K. Garcia Cruz, J.C. Correa Morales, J.C. Salazar Uribe | |
| A linear mixed model approach to build a calibration function from change points |
| Session EO063 | Room: 212 |
| Multiple testing | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Sebastian Doehler | Organizer: Jacobo de Una-Alvarez, Sebastian Doehler |
| EO0883: P. Lafaye de Micheaux, B. Liquet | |
| Type-II generalized family-wise error rate formulas with application to sample size determination | |
| EO1336: G. Durand | |
| An extension of the Benjamini and Hochberg procedure with optimal data-driven weights | |
| EO1500: S. Doehler | |
| A modified Benjamini-Hochberg procedure for discrete data |
| Session EO069 | Room: 008 |
| Advances in fuzzy clustering | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Maria Brigida Ferraro | Organizer: Maria Brigida Ferraro |
| EO0566: B. Lafuente-Rego, J. Vilar, P. Durso | |
| Robust fuzzy clustering based on quantile autocovariances | |
| EO1253: A.B. Ramos-Guajardo, P. Giordani | |
| Comparing robust fuzzy methods for clustering non-precise data | |
| EO0868: M.B. Ferraro | |
| Fuzzy two-mode clustering with polynomial fuzzifiers |
| Session EO089 | Room: 003 |
| Analysis of microbiome data | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Michele Guindani | Organizer: Michele Guindani |
| EO1237: R. Argiento, M. Guindani, M. Vannucci, D. Wadsworth, J. Galloway-Pena, S. Shelburne | |
| A Bayesian Dirichlet-multinomial regression model for the analysis of taxonomic abundances in microbiome data | |
| EO1239: S. Bacallado, L. Trippa, B. Ren, S. Favaro, S. Holmes | |
| A Bayesian nonparametric analysis of heterogeneous data on microbial communities | |
| EO0983: S. Huzurbazar, E. Jackson | |
| Longitudinal microbiome data |
| Session EO115 | Room: 101 |
| Mixture models for complex data sets | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Geoffrey McLachlan | Organizer: Geoffrey McLachlan |
| EO0935: G. Galimberti, G. Soffritti | |
| Maximum likelihood inference for mixtures of Gaussian regression models | |
| EO1206: F. Greselin, A. Mayo-Iscar, L.A. Garcia-Escudero | |
| A fuzzy version of robust mixtures of Gaussian factor analyzers | |
| EO1042: H. Nguyen | |
| Fast model-based clustering of functional data via Gaussian mixture models |
| Session EO135 | Room: 103 |
| Latent variable models for biostatistical applications | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Huazhen Lin | Organizer: Xinyuan Song |
| EO0340: X. Feng, H.-T. Wu, X. Song | |
| Bayesian regularized multivariate generalized latent variable models | |
| EO0674: Z. Wang, K. Sebestyen, S. Monsell | |
| A latent variable regression model for assessing mixed type biomarkers | |
| EO1041: H. Shou, A. Eloyan, A. Mejia, M.B. Nebel, J. Pekar, S. Mostofsky, B. Caffo, M. Lindquist, C. Crainiceanu | |
| Measurement error correction through shrinkage estimation in multilevel imaging analysis |
| Session EO159 | Room: 112 |
| Multivariate data when dimensions are large, but samples are not | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Arne Bathke | Organizer: Arne Bathke |
| EO1265: S. Harrar, J. Xu | |
| Confidence regions for level differences in growth curve models: Low- and high-dimensional under non-normality | |
| EO1147: F. Klinglmueller | |
| Graph-based multiple testing with correlated and high-dimensional data | |
| EC1203: F. Konietschke | |
| Multiple contrast tests for high-dimensional repeated measures designs |
| Session EO181 | Room: 308 B |
| Decision criteria in clinical development | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Simon Kirby | Organizer: Simon Kirby |
| Session EO243 | Room: 306 A |
| Statistics in astrophysics | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Sylvain Sardy | Organizer: Sylvain Sardy |
| EO1702: F. Feroz | |
| Bayesian inference with nested sampling in Astrophysics | |
| EO1694: J. Diaz Rodriguez, S. Sardy, D. Eckert | |
| GLM-lasso explores the cosmos | |
| EO1722: J. Bobin | |
| Sparsity-based statistical methods for the estimation of the cosmological microwave background |
| Session EO251 | Room: 301 |
| Theory and methods for statistical models with complex dependence | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Pramita Bagchi | Organizer: Moulinath Banerjee |
| EO0276: S. Roy, Y. Atchade, G. Michailidis | |
| Likelihood inference for large stochastic blockmodels with covariates | |
| EO0480: M. Bhattacharjee, A. Bose | |
| Large sample behaviour of high dimensional autocovariance matrices | |
| EO0763: P. Bagchi, V. Characiejus, H. Dette | |
| Testing for white noise in functional time series |
| Session EO265 | Room: 203 |
| Nonparametric functional data analysis | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Germain Van Bever | Organizer: Germain Van Bever |
| EO1230: M. Hubert, J. Raymaekers, P. Rousseeuw, P. Segaert | |
| The functional outlier map for detecting and classifying functional outliers | |
| EO1236: P. Oliveira | |
| Small-ball probabilities and representations for the MSE | |
| EO1382: B. Park | |
| Smooth backfitting for additive modeling with multiple predictor functions |
| Session EO435 | Room: 305 A |
| Robust statistical modelling | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Alfio Marazzi | Organizer: Alfio Marazzi |
| EO1027: G. Boente, M. Salibian-Barrera, J.-L. Wang | |
| Robust functional principal components for sparse data | |
| EO0849: E. Cantoni, X. De Luna | |
| Robust semi-parametric estimators: Missing data and causal inference | |
| EO1313: A. Mayo-Iscar, L.A. Garcia-Escudero, F. Greselin | |
| Robust estimation of mixture models with skew components via trimming and constraints |
| Session EO439 | Room: S23 |
| Statistics challenges for complex large data | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Annie Qu | Organizer: Annie Qu |
| EO0153: P. Song, L. Tang, L. Zhou | |
| Method of divide-and-combine in regularized generalized linear models for big data | |
| EO0163: Y. Sun, L. Qi, P. Gilbert | |
| Analysis of generalized semiparametric mixed varying-coefficient effects model for longitudinal data | |
| EO1033: J. Lin, G. Michailidis | |
| Regularized estimation of a mix VAR model |
| Session EO605 | Room: S22 |
| Dealing with unobserved heterogeneity in component-based methods | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Laura Trinchera | Organizer: Laura Trinchera |
| EO0505: C. Tortora, P. McNicholas | |
| Mixture of coalesced distributions for high-dimensional data clustering | |
| EO0650: G. Lamberti, L. Trinchera, T. Aluja | |
| PATHMOX segmentation tree for discovering different models present in data: Application in alumni satisfaction | |
| EO1680: G. Russolillo, L. Trinchera | |
| Comparing methods for discovering unobserved heterogeneity in PLS-PM: A Monte Carlo study |
| Session EC663 | Room: 309 B |
| Contributions in regression analysis | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Natalie Neumeyer | Organizer: CMStatistics |
| EC0166: L.A. Arteaga Molina, J.M. Rodriguez-Poo | |
| Empirical likelihood based inference for fixed effects varying-coefficient panel data models | |
| EC1543: D. Bloznelis, G. Claeskens | |
| Fitting models that will be combined | |
| EC1424: E. Fiserova, I. Muller, K. Hron | |
| Regression with compositional data and its interpretation |
| Session EG178 | Room: 216 |
| Contributions in extremes and their applications | Friday, 09 December 2016 09:40 - 10:55 |
| Chair: Yuri Goegebeur | Organizer: CMStatistics |
| EC1223: C. de Valk, J.J. Cai | |
| A high quantile estimator based on the log-generalised Weibull tail limit | |
| EC1544: A. Ferreira, C. Dombry | |
| Maximum likelihood estimators under block maxima | |
| EC1491: D. Dupuis | |
| On the hourly temperature data behaviour and the daily extreme temperature tail dynamics |
| Parallel session D: CMStatistics | Friday, 09 December 2016 | 11:25 - 13:05 |
| Session EI673 (Special Invited Session) | Room: Graduation hall |
| Functional data analysis: theory and applications | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Jeng-Min Chiou | Organizer: Jeng-Min Chiou |
| EI0307: S. Hoermann, G. Nisol, P. Kokoszka | |
| Detection of periodicity in functional time series | |
| EI0905: W. Gonzalez-Manteiga, J.A. Cuesta-Albertos, E. Garcia-Portugues, M. Febrero-Bande | |
| Goodness-of-fit tests for models with functional data | |
| EI1368: X. Zhang, J.-L. Wang | |
| Weighing schemes for functional data |
| Session EO003 | Room: 312 |
| Big data: Convergence of statistics and optimization | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Stephane Chretien | Organizer: Stephane Chretien |
| EO0416: J.-P. Ortega, L. Grigoryeva, J. Henriques, L. Larger | |
| Time-delay reservoir computers and high-speed information processing capacity | |
| EO1025: C. Biernacki, A. Celisse, M. Brunin | |
| Trade-off between computational cost and estimate accuracy: Some attempts | |
| EO1260: S. Sardy | |
| A unified rule to select a threshold | |
| EO1333: S. Chretien | |
| Some results in nonconvex estimation | |
| EO1771: I. Mizera, L. Zhang | |
| Periodogram and spectral density estimation using l1/l2 regularization |
| Session EO009 | Room: 212 |
| Vine copulas: Theory and applications | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Claudia Czado | Organizer: Claudia Czado |
| EO0171: A. Panagiotelis, C. Czado, J. Stoeber, H. Joe | |
| Model selection for discrete regular vine copulas | |
| EO0281: I. Hobaek Haff, A. Frigessi, D. Maraun | |
| Regional climate models and the spatial dependence of precipitation | |
| EO0504: D. Kraus, C. Czado | |
| Predicting conditional quantiles using D-Vine copulas | |
| EO1181: B. Graeler | |
| Precipitation modeling via spatial vine copulas |
| Session EO023 | Room: 203 |
| Foundations for depth methods in multivariate and functional data settings | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Ingrid Van Keilegom | Organizer: Robert Serfling |
| EO0726: A. Cuevas, J. Berrendero, B. Bueno-Larraz | |
| RKHS tools for functional depth | |
| EO0692: K. Mosler | |
| Aspect-based depth statistics for functional data | |
| EO1191: A. Nieto-Reyes, H. Battey | |
| On the properties of statistical functional depth | |
| EO0668: R. Serfling | |
| Perspectives on multivariate depth and quantile functions |
| Session EO025 | Room: 301 |
| Nonparametric analysis of financial markets | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Stefan Sperlich | Organizer: Stefan Sperlich |
| EO0552: D. La Vecchia, B. Koo, O. Linton | |
| Recovering the yield curve evolution | |
| EO0939: J.M. Sarabia, F. Prieto, V. Jorda | |
| Some classes of univariate and multivariate beta-generated distributions to model financial data | |
| EO0871: M. Scholz, S. Sperlich, J.P. Nielsen, E. Mammen | |
| Improved nonparametric estimation of the Sharpe-ratio | |
| EO1296: J.M. Rodriguez-Poo, S. Sperlich, F. Penaranda | |
| An omnibus specification test of conditional asset pricing models |
| Session EO071 | Room: 305 B |
| Outliers, robustness and extremes in time series | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Roland Fried | Organizer: Roland Fried |
| EO0550: X. Pedeli, C. Varin | |
| Aspects of composite likelihood inference in time series models | |
| EO0378: P. Galeano, D. Pena | |
| Outlier detection in high-dimensional time series | |
| EO0996: A. Duerre, R. Fried | |
| Robust approaches for change point detection in panel data | |
| EO1246: P. Kinsvater, R. Fried, J. Lilienthal | |
| On asymptotical methods for joint estimation of a common extreme value characteristic from multiple stations |
| Session EO099 | Room: Board meeting room II |
| Bayesian methods in biostatistics | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Yung-Seop Lee | Organizer: Jaeyong Lee |
| EO0807: B. Hwang, Z. Chen | |
| A Bayesian high-dimensional couple-based latent risk model with an application to infertility | |
| EO0903: G. Sim, Y. Chung, H. Kim, A. Zanobetti, J. Schwartz | |
| Nonparametric Bayesian multivariate meta-regression: An application in the temperature-mortality association study | |
| EO1323: T. Park, I. Huh, S. Yi | |
| Classification of methylation status using Bayes classifier | |
| EO1341: N. Mukhopadhyay | |
| Bayesian modeling of medical imaging in tumor delineation |
| Session EO175 | Room: 214 |
| Design of experiments | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Kalliopi Mylona | Organizer: Kalliopi Mylona |
| EO0450: V. Casero-Alonso, J. Lopez-Fidalgo, W.K. Wong | |
| Optimal designs for fractional polynomial models | |
| EO0522: S. Biedermann, K. Lee, R. Mitra | |
| Optimal design for experiments with partially observed data | |
| EO0599: L. Trinca, M. da Silva, S. Gilmour | |
| Response surface designs robust to missing observations | |
| EO0940: D. Palhazi Cuervo, P. Goos, K. Sorensen | |
| Optimal design of two-stratum experiments in the presence of autocorrelation |
| Session EO191 | Room: 308 B |
| Recent advances on estimating equations | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Yves Berger | Organizer: Yves Berger |
| EO0627: D. Becker, V. Patilea, A. Kneip | |
| Smooth minimum distance estimation with generated regressors | |
| EO0638: S. Vansteelandt, K. Vermeulen | |
| Bias-reduced double-robust estimation | |
| EO0710: Y. Berger, V. Patilea | |
| Estimating equations, empirical likelihood and complex sampling | |
| EO1013: P. Clarke, Y. Bao | |
| Panel-data modelling using structural mean models |
| Session EO477 | Room: 213 |
| About 40 years of graphical Markov models: Some personal perspectives | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Nanny Wermuth | Organizer: Nanny Wermuth |
| EO1144: M. Frydenberg | |
| From Markov properties to causal effects: From mathematics to epidemiology | |
| EO1035: H. Massam | |
| Existence of the maximum likelihood estimate in discrete graphical models | |
| EO1154: F. Matus | |
| Conditional independence in multivariate analysis and beyond |
| Session EO481 | Room: 306 A |
| Statistics for high-dimensional data with environmental applications | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Emre Barut | Organizer: Huixia Judy Wang |
| EO0889: M. Genton | |
| Computational challenges with big environmental data | |
| EO0958: A. Hering | |
| Fusing multiple existing space-time land cover products | |
| EO0890: Y. Sun | |
| Total variation depth for functional data: Properties and applications | |
| EO1311: T. Apanasovich | |
| A spatio-temporal framework for modeling active layer thickness |
| Session EO495 | Room: Board meeting room I |
| Applying extreme value statistics in finance and economics | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Chen Zhou | Organizer: Chen Zhou |
| EO0402: B. Schwaab, X. Zhang | |
| Tail risk in government bond markets and ECB unconventional policies | |
| EO0426: S. Engelke, J. Ivanovs | |
| Robust bounds for multivariate extreme value distributions | |
| EO0597: F. Yang, C. Zhou | |
| Asymptotic analysis of portfolio diversification | |
| EO1085: A. Daouia, S. Girard, G. Stupfler | |
| Estimation of the marginal expected shortfall using extreme expectiles |
| Session EO519 | Room: 305 A |
| Recent advances of statistical methods in survival analysis and missing data | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Lihong Qi | Organizer: Lihong Qi |
| EO0699: C.-H. Hsu | |
| Cox regression analysis with missing covariates via nonparametric multiple imputation | |
| EO0790: S. Haneuse, I. Jazic | |
| Re-use of nested case-control studies for the analysis of semi-competing risks data | |
| EO1173: L. Qi, Y.-F. Wang, R. Chen, J. Siddique, J. Robbins, Y. He | |
| MICE: Guidelines for imputing missing covariates in accelerated failure time models | |
| EO0995: J. Schildcrout | |
| Modeling strategies to enrich a multiplexed, preemptive genomic testing program using electronic health records data |
| Session EO691 | Room: 309 B |
| Order restricted inference | Friday, 09 December 2016 11:25 - 13:05 |
| Chair: Ori Davidov | Organizer: Ori Davidov |
| EO0555: M. Fernandez, Y. Larriba, C. Rueda, S. Peddada | |
| Detection of rhythmic signals in oscillatory systems using order restricted inference | |
| EO1215: H. ElBarmi, V. Nunez-Anton | |
| On comparing cumulative incidence functions in a competing risks model using empirical likelihood | |
| EC1573: Y. Larriba, C. Rueda, M. Fernandez, S. Peddada | |
| Influence of microarray normalization strategies and rhythmicity detection algorithms to detect circadian rhythms | |
| EC1496: V. Pastukhov, D. Anevski | |
| A stochastic process approach to multilayer neutron detectors |
| Parallel session E: CMStatistics | Friday, 09 December 2016 | 14:35 - 16:15 |
| Session EO031 | Room: 203 |
| Complex and next generation functional data analysis | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Wenceslao Gonzalez-Manteiga | Organizer: Jane-Ling Wang |
| EO0795: J.-M. Chiou | |
| A functional data approach to heterogeneous aging effects on functional connectivity | |
| EO0242: K. Chen | |
| Modeling multi-way functional data with weak separability | |
| EO0725: A. Petersen, H.-G. Mueller | |
| Fr\'echet integration and adaptive metric selection for covariance objects in functional data | |
| EO1140: S. Lopez Pintado | |
| Depth-based nonparametric statistics for complex data |
| Session EO055 | Room: 309 B |
| Machine learning, approximation and robustness | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Andreas Christmann | Organizer: Andreas Christmann |
| EO0271: D.-X. Zhou | |
| Approximation analysis of distributed learning with spectral algorithms | |
| EO0942: B. Sinova, G. Gonzalez-Rodriguez, S. Van Aelst | |
| A robust approach to summarize the location of functional data | |
| EO0568: K. Strohriegl, A. Christmann | |
| Support vector machines for non-i.i.d. observations | |
| EO0406: A. Christmann | |
| Robust localized learning with kernels |
| Session EO075 | Room: 216 |
| Quantile regression models for dependent data | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Ghislaine Gayraud | Organizer: Ghislaine Gayraud, Sophie Dabo |
| EO0644: S. Dabo, A. Bassene, A. Diop, B. Thiam | |
| Nonparametric extreme quantile estimation for spatial data | |
| EO0654: T. Bouezmarni | |
| Nonparametric tests for conditional independence using conditional quantiles and distributions | |
| EO0756: A. Laksaci | |
| Local linear quantile regression for functional data | |
| EO1179: A. Adekpedjou | |
| Confidence bands for a recurrent quantile as a function of the covariates in recurrent event models |
| Session EO087 | Room: 308 B |
| Statistical imaging | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Michele Guindani | Organizer: Michele Guindani |
| EO0280: T. Johnson | |
| Bayesian semi-parametric modeling of near infra-red spectroscopy data | |
| EO0927: M. Fiecas, I. Cribben | |
| A variance components model for statistical inference on functional connectivity networks | |
| EO1159: J. Harezlak, M. Dzemidzic, J. Goni, D. Kareken, M. Karas | |
| Association of structural brain imaging markers with alcoholism using structural connectivity via a regularized approach | |
| EO1308: I. Cribben | |
| Time varying models for brain imaging data |
| Session EO133 | Room: 305 A |
| Deconvolution and boundary estimation | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Leopold Simar | Organizer: Leopold Simar, Ingrid Van Keilegom |
| EO0626: N. Neumeyer | |
| Nonparametric boundary regression | |
| EO0611: V. Zelenyuk, L. Simar, I. Van Keilegom | |
| Inference for non-parametric stochastic frontier models | |
| EO0766: J.-P. Florens | |
| Estimation of the boundary of a variable observed with symmetric error | |
| EO0798: A. Vanhems, P. Marechal | |
| A mollification approach to deconvolution problems |
| Session EO163 | Room: 217 |
| Statistical modeling for high-dimensional and biomedical data | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Mauricio Castro | Organizer: Mauricio Castro |
| EO0517: V. Inacio, M. de Carvalho, A. Branscum | |
| Nonparametric Bayesian regression analysis of the Youden index | |
| EO0524: W.-L. Wang | |
| Analysis of incomplete high-dimensional data via mixtures of common t-factor analyzers | |
| EO0563: T.-I. Lin | |
| Skew-t factor analysis models with incomplete data | |
| EO1656: G. Page | |
| Using covariate informed partition models to identify subpopulations via curve clustering |
| Session EO209 | Room: S21 |
| Advances in latent variable models | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Giuliano Galimberti | Organizer: Giuliano Galimberti |
| EO0957: I. Gollini | |
| Latent variable models for complex networks: Flexible modelling and scalable inference | |
| EO0898: G. McLachlan, S. Lee | |
| Adoption of skew distributions in mixtures of factor models | |
| EO1249: A. Punzo, A. Maruotti | |
| On the use of the contaminated Gaussian distribution in hidden Markov models for longitudinal data | |
| EO1322: D. Oberski | |
| A sensitivity analysis approach to model fit evaluation in latent variable models |
| Session EO441 | Room: 306 A |
| Computational methods in the design of experiments | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Radoslav Harman | Organizer: Radoslav Harman |
| EO0681: S. Ahipasaoglu | |
| A first-order algorithm for the A-optimal experimental design problem: A mathematical programming approach | |
| EO0490: L. Filova, R. Harman | |
| Computation of optimal experimental designs in R | |
| EO1075: H. Nyquist | |
| Some relations between optimum on-the-average designs and maximin designs | |
| EO0630: J. Lopez-Fidalgo, V. Casero-Alonso | |
| Computational construction of Minimax designs in binary response and heteroscedastic simple linear regression models |
| Session EO475 | Room: 205 |
| Recent developments in estimation and testing for graphical models | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Wicher Bergsma | Organizer: Wicher Bergsma |
| EO0694: G.M. Marchetti | |
| Palindromic Ising models | |
| EO1095: T. Rudas, A. Klimova | |
| Estimation and testing in relational models | |
| EO1114: K. Sadeghi | |
| A strategy for selecting mixed graphs from distributions | |
| EC1472: E. Pircalabelu | |
| Zoom-in/out joint graphical lasso for different coarseness scales |
| Session EO517 | Room: 204 |
| Estimation of tail risk | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Abdelaati Daouia | Organizer: Abdelaati Daouia |
| EO0269: A. Guillou, J.J. Cai, V. Chavez-Demoulin | |
| Estimation of the marginal expected shortfall in the context of an infinite mean model | |
| EO1141: S. Girard, A. Daouia, G. Stupfler | |
| Estimation of extreme expectiles from heavy tailed distributions | |
| EO0920: Y. Goegebeur, A. Guillou, M. Escobar-bach | |
| Local robust estimation of the Pickands dependence function | |
| EO1713: C. Zhou, J. Danielsson | |
| Why risk is so hard to measure |
| Session EO640 | Room: 206 |
| Survival analysis with copula and frailty models | Friday, 09 December 2016 14:35 - 16:15 |
| Chair: Takeshi Emura | Organizer: Takeshi Emura |
| EO0462: C. Geerdens, E. Acar, P. Janssen | |
| A conditional copula model for clustered right-censored event time data | |
| EO1289: V. Rondeau, A. Krol | |
| The use of tumor dynamics and new lesions to predict survival with multivariate joint frailty models | |
| EO1369: R. Braekers | |
| Modelling unbalanced hierarchical survival data using HAC-copula functions | |
| EO0467: T. Emura, V. Rondeau, M. Nakatochi, S. Matsui, H. Michimae | |
| Dynamic prediction according to tumour progression and genetic factors: Meta-analysis with a joint frailty-copula model |
| Parallel session F: CMStatistics | Friday, 09 December 2016 | 16:45 - 18:50 |
| Session EI677 (Special Invited Session) | Room: Graduation hall |
| Recent advances in robust statistics | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Juan Romo | Organizer: Juan Romo |
| EI1320: C. Croux | |
| Robust and sparse estimation in multivariate statistics | |
| EI1701: M. Riani, A. Cerioli, A. Farcomeni | |
| Wild adaptive trimming for robust estimation and cluster analysis | |
| EO1197: L.A. Garcia-Escudero, F. Dotto, A. Farcomeni, A. Mayo-Iscar | |
| A feasible algorithm for robust fuzzy clustering throughout trimming and constraints |
| Session EO013 | Room: 308 B |
| Modelling discrete data: Extensions and diagnostics | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: John Hinde | Organizer: John Hinde |
| EO0776: R. de Andrade Moral, C. Garcia Borges Demetrio, J. Hinde | |
| Joint models for repeated counts of predators and prey | |
| EO0781: I.A. Rodrigues de Lara, J. Hinde, C.A. Taconeli | |
| Transition models and tests for stationarity | |
| EO0511: M. Higueras, P. Puig, E. Ainsbury | |
| Count data models for biological dosimetry | |
| EO0892: J. Einbeck, P. Wilson | |
| Assessing deflation or inflation of counts in count data regression | |
| EO0583: J. Hinde, W. Bonat | |
| Poisson-Tweedie regression models for overdispersed, underdispersed, and zero-inflated data |
| Session EO039 | Room: Board meeting room I |
| Statistical inference for networks | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Jens-Peter Kreiss | Organizer: Jens-Peter Kreiss |
| EO1224: S. Olhede, P. Wolfe | |
| Summaries of network characteristics | |
| EO1363: D. Schuhmacher, F. Kueck | |
| Convergence rate for the degree distribution in a dynamic network model | |
| EO1367: J. Niedermeyer | |
| Estimating the fibre length distribution in fibre reeinforced polymers | |
| EO1404: S. Bhattacharyya, S. Chatterjee | |
| Spectral clustering for dynamic stochastic block models |
| Session EO041 | Room: Board meeting room II |
| Circular models and its related topics | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Toshihiro Abe | Organizer: Toshihiro Abe |
| EO0329: K. Mulder, I. Klugkist | |
| Bayesian estimation and hypothesis tests for a circular GLM | |
| EO0334: J. Cremers, K. Mulder, I. Klugkist | |
| Interpretation and evaluation of circular effects in projected normal regression models | |
| EO0519: F. Lagona | |
| Hidden Markov models for the analysis of environmental cylindrical data | |
| EO0716: T. Verdebout, S. Meintanis | |
| Maximin tests for symmetry of circular data based on the characteristic function | |
| EO1046: T. Shiohama | |
| Nonlinear state-space modeling for wind speed and direction |
| Session EO091 | Room: 305 A |
| Model specification tests | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Maria Dolores Jimenez-Gamero | Organizer: Maria Dolores Jimenez-Gamero |
| EO0294: A. Cabana, A. Quiroz, A.M. Estrada, J.I. Pena Hidalgo | |
| Permutation tests in the two-sample problem for functional data | |
| EO0372: A. Batsidis, M.D. Jimenez-Gamero, V. Alba-Fernandez | |
| Testing for the generalized Poisson-inverse Gaussian distribution | |
| EO0407: M. Cousido Rocha, J. de Una-Alvarez, J. Hart | |
| Testing equality of a large number of densities under mixing conditions | |
| EO0460: B. Milosevic, M. Obradovic | |
| Characterizations of symmetry via central order statistics and the applications to goodness-of-fit testing | |
| EO0901: N. Mimoto, H. Koul, D. Surgailis | |
| A goodness-of-fit test for marginal distribution of linear random fields with long memory |
| Session EO117 | Room: 203 |
| Functional data analysis | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Alicia Nieto-Reyes | Organizer: Alicia Nieto-Reyes |
| EO1178: V. Panaretos | |
| Separating large and small scale variation in discretely observed functional data | |
| EO0589: S. Van Aelst, H. Cevallos Valdiviezo, M. Salibian-Barrera | |
| Least trimmed squares for functional principal component analysis | |
| EO0245: C.-R. Jiang, L.-H. Chen | |
| Multi-dimensional functional principal component analysis | |
| EO1171: P. Navarro, J.A. Cuesta-Albertos, A. Nieto-Reyes | |
| Outlier detection using random projections | |
| EO0819: N. Acar-Denizli, P. Delicado, G. Basarir, I. Caballero de Frutos | |
| A simulation-based comparative study of functional linear regression models on remote sensing data |
| Session EO129 | Room: 216 |
| New methodologies in survival and reliability | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Mariangela Zenga | Organizer: Juan Eloy Ruiz-Castro, Mariangela Zenga |
| EO0284: N. Caballe Cervigon, I. Torres Castro | |
| Comparison of condition-based maintenance strategies under different approaches in degradation-threshold-shock models | |
| EO0551: J.E. Ruiz-Castro, M. Zenga | |
| A discrete non-homogeneous Markov model in survival analysis: Application to breast cancer | |
| EO0991: I. Barranco-Chamorro, P.L. Luque-Calvo | |
| A note on the use of Linex loss function in parametric reliability models | |
| EO1090: M. Cattelan, G. Cortese | |
| Regression approaches for competing risks models with time-dependent covariates | |
| EO1290: H. Mitchell, A. Marshall, M. Zenga | |
| Coxian phase-type survival models with a hidden layer |
| Session EO147 | Room: 206 |
| Multivariate analysis and change-point detection | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Daniel Vogel | Organizer: Daniel Vogel |
| EO0395: H. Chen | |
| Change-point detection for locally dependent data | |
| EO0430: R. Killick, B. Pickering, I. Eckley | |
| Multivariate changepoint detection with subsets | |
| EO0556: I. Kojadinovic, P. Naveau | |
| Change-point detection in series of maxima using probability weighted moments | |
| EO0701: M. Huskova | |
| Change point detection in panel data | |
| EO1205: S. Schwaar | |
| Self-weighted change-point test and estimator |
| Session EO177 | Room: 204 |
| Extremes and their real-life applications | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Gilles Stupfler | Organizer: Gilles Stupfler |
| EO0283: J. El Methni, L. Gardes, S. Girard | |
| Frontier estimation based on extreme risk measures | |
| EO0464: A. Kiriliouk, H. Rootzen, J. Segers, J. Wadsworth | |
| Peaks-over-thresholds modelling with multivariate generalized Pareto distributions | |
| EO0625: L. Belzile, A. Davison | |
| Extreme values, from theory to practice | |
| EO0817: C. Neves | |
| On tail trend estimation and testing with application to extreme rainfall | |
| EO0851: D. Walshaw | |
| Risks to the nuclear industry from environmental extremes: Problems in return-level estimation |
| Session EO201 | Room: 217 |
| Applications of empirical measures and empirical processes | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Eric Beutner | Organizer: Eric Beutner, Henryk Zaehle |
| EO0787: L. Bordes, E. Beutner, L. Doyen | |
| Semiparametric consistent estimators for virtual age models under right censoring | |
| EO1110: V. Kraetschmer, A. Schied, H. Zaehle | |
| The concept of local robustness with a view toward statistical estimation and risk management | |
| EO1199: P. Nyquist | |
| Empirical measures as a tool in the analysis of Monte Carlo methods | |
| EO1339: S. Volgushev, X. Shao | |
| A general approach to the analysis of statistics from subsamples | |
| EO1176: H. Zaehle, E. Beutner | |
| A new functional delta-method for the bootstrap |
| Session EO535 | Room: 306 A |
| Dependence-based clustering methods | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Fabrizio Durante | Organizer: Fabrizio Durante, F Marta L Di Lascio |
| EC0229: A.M. Alonso, D. Pena | |
| A procedure for clustering time series | |
| EO1113: G. De Luca, P. Zuccolotto | |
| Cross-dynamical analysis of the tail dependence structures of classic and fuzzy clusters of stocks | |
| EO0862: M. Disegna, F. Durante, P. Durso | |
| Copula-based fuzzy clustering of spatial time series | |
| EO0614: G. Marti, F. Nielsen, P. Donnat | |
| Empirical convergence rates of dependence-based clustering methods illustrated with financial time series | |
| EO0842: S. Romagnoli, E. Bernardi, M. Doti | |
| The impact of the dependence structure in credit-risk management |
| Session EO603 | Room: 309 B |
| Time series analysis | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Rainer Dahlhaus | Organizer: Rainer Dahlhaus |
| EO0813: A. Luati, K. Abadir, P. Paruolo | |
| The predictive density of a GARCH(1,1) process | |
| EO1213: G. Motta, M. Eichler | |
| Semi-parametric dynamic factor models for nonstationary time series | |
| EO0846: A. van Delft, M. Eichler | |
| Locally stationary functional time series | |
| EO0656: S. Tunyavetchakit, R. Dahlhaus | |
| Volatility decomposition and estimation in time-changed price models | |
| EO0829: J. Peters, B. Scholkopf, S. Bauer | |
| The arrow of time in multivariate time series |
| Session EP002 | Room: Hall |
| Poster Session I | Friday, 09 December 2016 16:45 - 18:50 |
| Chair: Elena Fernandez Iglesias | Organizer: CMStatistics |
| Parallel session G: CMStatistics | Saturday, 10 December 2016 | 08:40 - 10:20 |
| Session EO011 | Room: 007 |
| Bayesian biostatistics | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Timothy Johnson | Organizer: Michael Daniels |
| Session EO017 | Room: 211 |
| Predictive inference | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Fumiyasu Komaki | Organizer: Fumiyasu Komaki |
| EO0337: E. Marchand | |
| Predictive density estimation: Recent results | |
| EO0816: M. Kojima | |
| Relationship between minimax predictive densities under Kullback-Leibler risk and conditional regret | |
| EO0823: G. Mukherjee | |
| Minimax optimality of sparse Bayes predictive density estimates | |
| EO0836: P. Vidoni | |
| Improved simultaneous prediction intervals for autoregressive models |
| Session EO035 | Room: 201 |
| Recent development in nonparametric statistics and its applications | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Xin Zhang | Organizer: Xiangrong Yin |
| EO0398: Q. Mai | |
| On the estimation of ultra-high dimensional semiparametric Gaussian copula models | |
| EO1038: W. Luo, L. Xue, J. Yao | |
| Sufficient directional forecasting using factor models | |
| EO0979: L. Qian, S. Wang | |
| Subject-wise empirical likelihood inference in partial linear models for longitudinal data |
| Session EO073 | Room: 202 |
| Statistical applications in genetics | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Florian Frommlet | Organizer: Florian Frommlet |
| EO0608: J. Claesen, T. Burzykowski | |
| Hidden Markov models for QTL-mapping in haploid and diploid yeast | |
| EO0609: M. Gallopin, E. Devijver | |
| Model selection for network inference from gene expression data with small sample size | |
| EO0770: F. Pflug, A. von Haeseler | |
| Stochastic modelling of PCR to estimate and correct for unobserved molecules in quantitative NGS experiments | |
| EO1192: M. Bogdan, D. Brzyski, C. Peterson, P. Sobczyk, E. Candes, C. Sabatti | |
| Controlling the rate of GWAS false discoveries |
| Session EO101 | Room: S22 |
| The Stein method in statistics | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Christophe Ley | Organizer: Christophe Ley |
| EO0441: Y. Swan, B. Arras, G. Reinert | |
| Stein's method for noncentral chi-squared approximation | |
| EO0510: F.-X. Briol, C. Oates, J. Cockayne, M. Girolami | |
| Monte Carlo integration using Stein's method | |
| EO0520: A. Anastasiou | |
| Bounds for the normal approximation of the maximum likelihood estimator |
| Session EO107 | Room: 209 |
| Recent advances in complex data modeling and computational methods | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Tsung-I Lin | Organizer: Tsung-I Lin |
| EO0539: A. Roy, C. Coelho | |
| Hypothesis test of a block compound symmetric covariance matrix for two-level multivariate data | |
| EO0680: M. Castro | |
| Likelihood-based inference for Tobit confirmatory factor analysis using the multivariate Student-$t$ distribution | |
| EO0797: T. von Rosen, D. von Rosen | |
| Reduced rank analysis in GMANOVA-MANOVA models | |
| EO0875: Z. Zhu | |
| Spatial Bayesian hierarchical model for small area estimation of proportions with constraint |
| Session EO111 | Room: 205 |
| Graphical models: dependence in networks | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Giovanni Maria Marchetti | Organizer: Giovanni Maria Marchetti, Alberto Roverato |
| EO1089: W. Bergsma | |
| Testing conditional independence | |
| EO0867: R. Castelo, A. Roverato | |
| The networked partial correlation and its application to the analysis of genetic interactions | |
| EO1049: V. Vinciotti, E. Tosetti, F. Moscone | |
| Credit risk model with network effects for a large panel of companies | |
| EO1352: P. Zwiernik | |
| Sparsity in Gaussian totally positive distributions |
| Session EO125 | Room: 215 |
| Detecting structural changes in multidimensional data | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Zuzana Praskova | Organizer: Zuzana Praskova |
| EO0732: M. Jirak | |
| Uniform change point tests in high dimension | |
| EO1044: J. Antoch | |
| Detecting changes in panel data | |
| EO1018: Z. Praskova | |
| Change point detection in a dynamic panel data model | |
| EO1301: A. Steland | |
| Detection of changes and inference for high-dimensional covariance matrices |
| Session EO139 | Room: 207 |
| Recent developments of statistical methods for complex longitudinal data | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Yanqing Sun | Organizer: Yanqing Sun |
| EO0164: J. Sun | |
| Regression analysis of mixed and incomplete recurrent event data | |
| EO0339: L. Wang, F. Wang, P. Song | |
| Fused lasso with the adaptation of parameter ordering in combining multiple studies with repeated measurements | |
| EO0652: H. Wu | |
| Dynamic predictions of disease comorbidity using longitudinal Big Data from EHR systems | |
| EO0806: A. Qu | |
| Individualized subgroup variable selection |
| Session EO153 | Room: 213 |
| Recent advances in quantitle regression and survival analysis | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Roel Braekers | Organizer: Liming Xiang, Roel Braekers |
| EO0543: G. Li | |
| Conditional quantile inference for generalized autoregressive conditional heteroscedastic models: A hybrid approach | |
| EO1387: L. Xiang, S. Wang | |
| Two layer EM algorithm for ALD mixture regression models: A new solution to composite quantile regression | |
| EO0592: G. Dikta | |
| Informative censoring models | |
| EO0635: I. Van Keilegom, G. Claeskens | |
| The focused information criterion for a mixture cure model |
| Session EO157 | Room: S23 |
| Risk measures: Theoretical and practical aspects | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Elena Di Bernardino | Organizer: Elena Di Bernardino |
| EO0207: F. Palacios Rodriguez, E. Di Bernardino | |
| Extreme estimation of multivariate return levels based on maximization problems | |
| EO0757: R.A. Torres Diaz, E. Di Bernardino, H. Laniado Rodas, R. Lillo | |
| Estimation of directional multivariate extremes at high level | |
| EO1186: F. Bellini, B. Klar, A. Mueller | |
| Expectiles, omega ratios and stochastic ordering | |
| EO1297: T. Laloe, E. Di Bernardino, R. Servien | |
| Estimating covariate functions associated to multivariate risks: A level set approach |
| Session EO161 | Room: 206 |
| Robust methods for reliable financial decision making | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Marjan Wauters | Organizer: Kris Boudt |
| EO0880: K. Bluteau, K. Boudt, D. Ardia | |
| Aggregating the panel of daily textual sentiment for sparse forecasting of economic growth | |
| EO0852: D. Cornilly, T. Verdonck, K. Boudt | |
| Estimation of Higher Order Comoments using Unobserved Factors | |
| EO0824: G. Nguyen, K. Boudt, D. Ardia | |
| Beyond risk-based portfolios: Balancing performance and risk contributions in asset allocation | |
| EO0843: M. Wauters, K. Boudt, D. Ardia | |
| Block bootstrap impact evaluation of the equity portfolio choice on CPPI performance |
| Session EO167 | Room: S24 |
| Big data analytics and its applications in biomedicine | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Yi Li | Organizer: Ejaz Ahmed |
| Session EO173 | Room: 217 |
| Deterioration models for reliability | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Sophie Mercier | Organizer: Sophie Mercier |
| EO0223: C. Sanguesa | |
| Log-concavity for shock models with applications in inventory models | |
| EO0494: G. Pulcini, M. Giorgio | |
| Where statistical tools are unable to choose between two degradation models based on different physical assumptions | |
| EO0643: I. Torres Castro | |
| Computational tools for the calculus of some performance measures in a degradation system | |
| EO0923: F. Postiglione | |
| Some advancements on degradation empirical models for reliability evaluation of solid oxide fuel cells |
| Session EO195 | Room: 208 |
| Bayesian modeling and applications | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Christopher Hans | Organizer: Christopher Hans |
| EO0438: D. van Dyk, S. Algeri, J. Conrad, D. Jones | |
| Quantifying discovery in astrophysics and particle physics | |
| EO0465: S. Jensen, A. Normoyle | |
| Bayesian clustering of player styles for multiplayer games | |
| EO1165: J. Hill, V. Dorie, U. Shalit, D. Cervone, M. Scott | |
| Black box versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition | |
| EO0914: A. Volfovsky | |
| Analysis of ordinal non-numeric data: networks and causal inference |
| Session EO213 | Room: 214 |
| Building optimal experimental designs | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Victor Casero-Alonso | Organizer: Victor Casero-Alonso, Jesus Lopez-Fidalgo |
| EO0485: R. Harman, L. Filova | |
| Methods of computing efficient exact designs based on optimal approximate designs | |
| EO0621: J.M. Rodriguez-Diaz | |
| Computing $c$-optimal designs for non-independent observations | |
| EO1078: J. Moler | |
| Some tools to measure the performance of adaptive dose finding experiments | |
| EO0876: R. Schwabe | |
| Building optimal designs of experiments in multi-factor settings from their univariate counter-parts |
| Session EO215 | Room: 006 |
| Software for high-performance and big-data statistics and machine learning | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Alireza Mahani | Organizer: Alireza Mahani |
| EO0240: A. Hasan, S. Mansur, A. Mahani | |
| Combining data and task parallelism in big-data analytics platforms | |
| EO0634: H. Ltaief | |
| HiCMA: Hierarchical computations on manycore architectures | |
| EO1182: A. Mahani, A. Hasan | |
| High-performance maximum likelihood estimation of multinomial logit regression for big-data applications | |
| EO0930: A. Posekany, S. Fruehwirth-Schnatter | |
| The Yin-Yang method for merging parallel MCMC output, with application to Austrian stroke data |
| Session EO467 | Room: 002 |
| Dimension reduction and robustness in causal inference | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Xavier de Luna | Organizer: Xavier De Luna |
| EO0706: O. Dukes, S. Vansteelandt, T. Martinussen | |
| Doubly-robust estimation of semiparametric additive hazards models | |
| EO0999: J. Haggstrom | |
| Data-driven confounder selection via Markov and Bayesian networks | |
| EO1148: M. Schnitzer, M. Cefalu | |
| Collaborative targeted learning using regression shrinkage | |
| EO0679: Y. Zhu, W. Luo | |
| Matching using sufficient dimension reduction for causal inference |
| Session EO513 | Room: 204 |
| Multivariate extremes | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Miguel de Carvalho | Organizer: Miguel de Carvalho |
| EO0471: M. de Carvalho, S. Padoan | |
| Angular volatility for multivariate extremes | |
| EO0746: I. Antoniano-Villalobos, G. Marcon, S. Padoan | |
| Bayesian inference for the extremal dependence | |
| EO0821: D. Castro-Camilo, R. Huser | |
| Flexible modeling of non-stationary spatial extremes over large heterogeneous regions using factor copula models | |
| EO0956: L. Mhalla, V. Chavez-Demoulin, P. Naveau | |
| Non linear models for extremal dependence |
| Session EO523 | Room: 101 |
| Inference and applications of dynamic and time-dependent networks | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Yulia Gel | Organizer: Yulia Gel |
| EO0454: M. Schweinberger | |
| High-dimensional multivariate time series with additional structure | |
| EO0805: A. Galstyan | |
| Latent space models for complex networks | |
| EO1350: L. Peel | |
| Community change-point detection in time-dependent networks | |
| EO1366: Y. Gel | |
| Anomaly detection in time-evolving networks using tensor spectrum |
| Session EO541 | Room: 203 |
| High-dimensional or multivariate functional data analysis | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Juhyun Park | Organizer: Juhyun Park |
| EO0333: J. Ahn, M.H. Lee, J.A. Lee, H.C. Chung | |
| Outlier detection of high dimensional data via dual rotations | |
| EO0690: S. Barbosa, N. Brunel | |
| Estimation of ecological networks from multidimensional functional data with optimal control | |
| EO0736: H. Zhu, Y. Sun, F. Wei | |
| Bayesian region selection in functional regression | |
| EO1345: L. Sangalli, M.S. Bernardi, M. Carey, J. Ramsay | |
| Smoothing of surfaces and spatial fields with anisotropy using penalties involving partial differential operators |
| Session EO561 | Room: 216 |
| Modern statistical methods for analysis of complex data | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Alexander Aue | Organizer: Shujie Ma |
| EO0663: A. Aue, H. Liu, D. Paul | |
| Spectral analysis of high-dimensional time series with applications to the mean-variance frontier | |
| EO1294: M. Yuan | |
| Combined hypothesis testing on graphs with applications to gene set enrichment analysis | |
| EO1303: H. Xiao | |
| On the maximum cross correlations under high dimension | |
| EO1321: R. Lund | |
| Bayesian multiple changepoint detection |
| Session EO569 | Room: 210 |
| High and infinite dimensional time series analysis | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Pramita Bagchi | Organizer: Pramita Bagchi |
| EO0617: H. Maeng, P. Fryzlewicz | |
| A flexible regression model for functional time series | |
| EO0993: S. Bhattacharya, S. Stoev | |
| An open source architecture for online monitoring, statistical analysis and forensics of multi-gigabit streams | |
| EO1172: G. Hahn | |
| Parameter estimation and inference in a continuous piecewise linear regression model | |
| EO1169: G. Rice | |
| Inference for the cross covariance of stationary functional time series |
| Session EO727 | Room: 212 |
| Dependence models and copulas I | Saturday, 10 December 2016 08:40 - 10:20 |
| Chair: Fabrizio Durante | Organizer: Fabrizio Durante, Wolfgang Trutschnig |
| EO1050: H. Tsukahara, J. Segers, M. Sibuya | |
| The empirical beta copula and its applications | |
| EO0172: F. Spanhel | |
| Modeling the serial dependence of financial returns with copulas | |
| EO1746: K. Herrmann | |
| Using the Rosenblatt transformation to compute joint probabilities for random vectors |
| Parallel session H: CMStatistics | Saturday, 10 December 2016 | 10:50 - 12:55 |
| Session EO007 | Room: 201 |
| Model selection in high dimensions | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Malgorzata Bogdan | Organizer: Malgorzata Bogdan |
| EO1219: W. Su, M. Bogdan, E. van den Berg, C. Sabatti, E. Candes | |
| Multiple testing and adaptive estimation via the sorted L-one norm | |
| EO0777: F. Frommlet, M. Bogdan | |
| Some optimality properties of FDR controlling modifications of AIC and BIC in high dimensions | |
| EO0397: L. Janson | |
| Model-free high-dimensional false discovery rate control with knockoffs | |
| EO1240: P. Sobczyk, M. Bogdan, J. Josse | |
| Bayesian dimensionality reduction with PCA using penalized semi-integrated likelihood |
| Session EO045 | Room: 211 |
| Statistical design, modelling and inference | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Apostolos Batsidis | Organizer: Polychronis Economou, Apostolos Batsidis |
| EO0724: M.D. Jimenez-Gamero, J.-C. Pardo-Fernandez | |
| Testing for the conditional variance in nonparametric regression models | |
| EO0278: L. Machado | |
| Estimation of multivariate distributions in censored gap times | |
| EO0714: S. Scolas, A. El Ghouch, C. Legrand | |
| Goodness-of-fit in mixture cure models with interval-censoring | |
| EO0423: P. Jodra-Esteban | |
| A lifetime distribution with increasing failure rate | |
| EO0660: P. Economou | |
| Joint modelling of diagnosis and survival time |
| Session EO053 | Room: 209 |
| Theoretical foundations of big data | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Guang Cheng | Organizer: Guang Cheng |
| EO0353: X. Huo | |
| A distributed estimator based on a one-step approach | |
| EO0688: C. Durot | |
| Divide and conquer in non-standard problems and the super-efficiency phenomenon | |
| EO1295: Z. Shang | |
| Generalized cross-validation in divide-and-conquer | |
| EO1731: C.-H. Zhang | |
| Adaptive prediction in additive models |
| Session EO057 | Room: 213 |
| Bayesian methods for dependent data | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Antonio Linero | Organizer: Bertrand Clarke |
| EO0182: J. Lee | |
| Dependent Bayesian density estimation with species sampling models | |
| EO0234: V. Berrocal | |
| Treed covariate segmentation models for soil carbon and other nonstationary spatial processes | |
| EO0717: Y. Zhou, A. Finley, S. Banerjee, B. Cook | |
| Process-based hierarchical models for coupling high-dimensional LiDAR and forest variables over large geographic domains | |
| EO0896: J. Bradley, S. Holan, C. Wikle | |
| Models for high-dimensional non-Gaussian dependent data |
| Session EO065 | Room: 212 |
| Dependence models and copulas II | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Fabrizio Durante | Organizer: Wolfgang Trutschnig, Fabrizio Durante |
| EO0231: J. Navarro | |
| Dependence models and copulas in coherent systems | |
| EO0289: R. Rodriguez-Grinolo, J.-M. Fernandez-Ponce, P. Franco | |
| Stochastic properties of conditionally dependent frailty models | |
| EO1048: W. Trutschnig | |
| Distributions with fixed marginals maximizing the mass of the endograph and the graph of a function | |
| EO0571: M. Schreyer, W. Trutschnig, J. Fernandez Sanchez | |
| Some results on two-dimensional extreme-value copulas | |
| EO0662: P. Jaworski | |
| CoVaR for asymptotically dependent losses |
| Session EO081 | Room: 204 |
| Rare and extreme events in climatology | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Ivette Gomes | Organizer: Ivette Gomes |
| EO0453: D. Faranda | |
| Extreme events of the mid-latitude atmospheric circulation: A dynamical systems perspective | |
| EO0538: A. Freitas | |
| Rare events point processes for chaotic dynamical systems | |
| EO0647: J. Freitas | |
| Area and peaks over thresholds processes dynamically generated | |
| EO1183: M. Neves | |
| Extreme precipitation data in the North of Portugal: A spatial analysis application | |
| EO0860: P. Tencaliec, C. Prieur, A.C. Favre, P. Naveau | |
| Modeling full range rainfall intensities using sparse semi-parametric mixture models |
| Session EO083 | Room: 203 |
| Statistics for Hilbert spaces | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Gil Gonzalez-Rodriguez | Organizer: Gil Gonzalez-Rodriguez |
| EO0900: M. Yamamoto | |
| Dimension-reduced clustering of functional data via variance-penalized optimization | |
| EO0658: X. Qiao, P. Basu, C. Leng | |
| Dynamic functional covariance models | |
| EO0413: I. Epifanio | |
| Functional archetype and archetypoid analysis | |
| EO0720: M. Reimherr, H. Choi | |
| Confidence regions for functional parameter estimates | |
| EO1118: S. Greven, C. Happ | |
| Multivariate functional principal component analysis for data observed on different (dimensional) domains |
| Session EO103 | Room: 007 |
| Bayesian semi-and nonparametric modelling I | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Antonio Lijoi | Organizer: Li Ma, Antonio Lijoi, Matteo Ruggiero |
| EO0190: J. Schmidt-Hieber | |
| Frequentist analysis of the posterior for high-dimensional models | |
| EO0682: L. Nguyen | |
| Posterior contraction of the population polytope in finite admixture models | |
| EO0590: F. Bassetti, R. Casarin, F. Ravazzolo | |
| Bayesian nonparametric calibration and combination of predictive distributions | |
| EO1225: C. Villa | |
| Bayesian estimation of the threshold of a generalised Pareto distribution for heavy-tailed observations | |
| EO1775: W.W. Yoo, S. Ghoshal | |
| Posterior contraction and credible sets for multivariate regression mode with two-stage improvements |
| Session EO145 | Room: 003 |
| Statistical methods for actuarial sciences and finance | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Tim Verdonck | Organizer: Tim Verdonck |
| EO0285: E. Valdez | |
| Regression modeling for the valuation of large variable annuity portfolios | |
| EC1674: E. Beutner, S. Reese, J.-P. Urbain | |
| Identifiability of plug-in age-period-cohort models of Lee-Carter type | |
| EO1264: V. Asimit, V. Bignozzi, K.C. Cheung, J. Hu, E.-S. Kim | |
| Robust and Pareto optimality of insurance contracts | |
| EO0273: M. Petracco, F. Di Girolamo, A. Pagano | |
| On CRDIV and banks' simultaneous defaults | |
| EO1228: D. Linders, S. van Bilsen | |
| A new approach for buffering stock returns in investment-linked annuity contracts |
| Session EO185 | Room: 202 |
| Dealing with financial time series | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Pedro Galeano | Organizer: Pedro Galeano |
| EO0221: H. Nguyen, C. Ausin, P. Galeano | |
| Modelling high dimensional stock dependence using factor copulas | |
| EO0368: C. Cappelli, F. Di Iorio | |
| A robust theoretical regression tree to detect structural breaks in financial time series | |
| EO0672: M. Danielova Zaharieva | |
| Bayesian semiparametric multivariate stochastic volatility | |
| EO1010: A. Virbickaite, H. Lopes | |
| Non-parametric mixture copula models | |
| EC1153: A.E. da Silva Neto, J. Gonzalo, J.-Y. Pitarakis | |
| Out-of-sample forecasting performance of predictive regression models |
| Session EO187 | Room: 110 |
| Applications of times series in energy and economics | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Carolina Garcia-Martos | Organizer: Carolina Garcia-Martos |
| EO0771: E. Senra, J. Bogalo, P. Poncela | |
| Assessing the properties of circulant SSA for signal extraction | |
| EO1130: R. Bolado Lavin | |
| Estimation of 1-in-20 year national gas peak daily demand in some European countries | |
| EO1726: R. Ortells, M. Ortego, J.J. Egozcue | |
| Compositional analysis on econometric time series | |
| EO1699: F. Pierri, C. Caroni | |
| Bankruptcy prediction by survival models based on current and lagged values of time-varying financial data | |
| EO1207: C. Garcia-Martos, M. Ramirez Jaen, M.J. Sanchez Naranjo | |
| Multivariate time series modeling with missing data: Application to the air quality of Madrid |
| Session EO203 | Room: 206 |
| Advances in robustness for functional and complex data | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Graciela Boente | Organizer: Graciela Boente |
| EO0530: I.R. Costa Lima, N. Billor, G. Cao | |
| Robust simultaneous inference for the mean function of functional data | |
| EO0664: E. Smucler | |
| Asymptotics for M-estimators in linear models with increasing dimension | |
| EO0864: A.M. Bianco, C. Agostinelli, G. Boente | |
| Robust procedures for single index models with asymmetric errors | |
| EO1358: Y. Wang, S. Van Aelst | |
| Robust variable screening for regression using factor profiling | |
| EO1396: A. Perez Gonzalez, G. Boente, A.M. Bianco, W. Gonzalez-Manteiga | |
| Marginal estimation under a partially linear model with missing observations |
| Session EO217 | Room: 006 |
| Graphical tools for statistical data analysis | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Maria-Dolores Martinez-Miranda | Organizer: Maria-Dolores Martinez-Miranda |
| EO0159: C. Park, Y. Jeon, K.-H. Kang | |
| SiZer for untraditional data | |
| EO0282: K. Grimm | |
| Choosing graphics for exploring data: Scagnostics and interaction | |
| EO0336: J.E. Chacon | |
| Graphical tools for modal clustering diagnostics | |
| EO0415: M. Oliveira, R. Crujeiras, A. Rodriguez-Casal | |
| Statistical significance of features using CircSiZer | |
| EO1131: H. Hofmann, D. Cook | |
| Visual inference: Statistics at street corners |
| Session EO233 | Room: 205 |
| Bayesian computation with complex data | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: David van Dyk | Organizer: David van Dyk |
| EO0461: D.-H. Lau, A. Gandy | |
| RMCMC: Safe, efficient updating of Bayesian models | |
| EO0506: J. Murray | |
| Probabilistic record linkage and deduplication after indexing, blocking, and filtering | |
| EO0636: S. Kurtek | |
| A geometric approach to Bayesian alignment of functional data | |
| EO0703: M. Taddy | |
| Deep learning for demand | |
| EO0729: J. Niemi, W. Landau | |
| Parallelized Markov chain Monte Carlo algorithms utilizing GPUs with an application to RNAseq data analysis |
| Session EO237 | Room: 214 |
| Recent applications and methods in directional statistics | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Eduardo Garcia-Portugues | Organizer: Eduardo Garcia-Portugues |
| EO0793: W. Boomsma, E. Wood, E. Garcia-Portugues | |
| Rank-regularized estimation of mixtures of multivariate von Mises | |
| EO0881: J. Ameijeiras-Alonso, C. Ley, A. Pewsey, T. Verdebout | |
| Simple optimal tests for reflective symmetry of circular data | |
| EO1097: C. Fallaize | |
| Bayesian inference and model selection in directional statistics | |
| EO1070: S. Fensore, M. Di Marzio, A. Panzera, C.C. Taylor | |
| Local trigonometric moments for circular density estimation |
| Session EO249 | Room: 207 |
| Methods and applications of copula modeling | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Yichen Qin | Organizer: Jun Yan |
| EO0507: P. Krupskiy, R. Huser, M. Genton | |
| Factor copula models for replicated spatial data | |
| EO1174: P. Asadi, A. Davison, S. Engelke | |
| Extremes on river networks | |
| EO1099: Y. Li, Y. Li, Y. Qin, J. Yan | |
| Copula modeling for data with ties | |
| EO1002: Y. Qin, Y. Li, J. Yan, S. Xiang | |
| Nonparametric estimation for extreme-value copula functions via constrained spline regressions | |
| EO0894: P. Shi, L. Yang | |
| Insurance experience rating using mixed D-vine copulas |
| Session EO253 | Room: 002 |
| Recent advances in the analysis of long memory time series | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Rebecca Killick | Organizer: Rebecca Killick, Marina Knight |
| EO1136: N. Watkins, C. Franzke | |
| Long range dependence, fractional renewal models and Bayesian inference | |
| EO0215: C. Leschinski, P. Sibbertsen | |
| Multivariate spurious long memory and a robust local Whittle estimator | |
| EO0645: B. Norwood, R. Killick | |
| Long memory and changepoint models: A spectral classication procedure | |
| EO0737: X. Li, J. Davidson | |
| Strict stationarity, persistence and volatility forecasting in ARCH($\infty$) processes |
| Session EO469 | Room: 216 |
| Modern approaches to analysis of correlated data | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Hyokyoung Grace Hong | Organizer: Hyokyoung Grace Hong |
| EO0250: H.G. Hong, J. Kang, Y. Li | |
| Conditional screening for survival data | |
| EO0715: Y. Lee, A. Landgraf | |
| Generalized principal component analysis: Dimensionality reduction through the projection of natural parameters | |
| EO0801: J. Lim | |
| Permutation based test on covariance separability | |
| EO1338: I. Gaynanova, G. Li | |
| Integrative association analysis of multiple heterogeneous data sources | |
| EO1330: Y. Kim | |
| Rank-consistency of the generalized Bradley-Terry model with link misspecification |
| Session EO589 | Room: 210 |
| New advances in optimal design of experiments and statistical modelling | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Stefanie Biedermann | Organizer: Stefanie Biedermann |
| EO0585: K. Mylona, S. Gilmour, P. Goos | |
| Optimal restricted-randomised response surface designs allowing for pure-error estimation of the variance components | |
| EO0544: R. Khashab, S. Gilmour, S. Biedermann | |
| Fitting fractional polynomial models to mixture experiments | |
| EO1082: P. Bobotas, A. Kimber, S. Biedermann | |
| Sensitivity analysis for informative censoring in parametric survival models: An evaluation of the method | |
| EO1087: A. Kimber, S. Biedermann, M. Konstantinou | |
| Minimax optimal designs for approximately exponential-based proportional hazards models subject to Type-I censoring | |
| EO1640: R. Kessels, D. Palhazi Cuervo | |
| Optimal design and analysis of discrete choice experiments with partial profiles involving a no-choice option |
| Session EO611 | Room: 217 |
| Statistics in sports | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Marica Manisera | Organizer: Paola Zuccolotto, Marica Manisera |
| EO1081: J. Vecer | |
| Goals in soccer: Factors that matter | |
| EO0952: J.M. Perez Sanchez, N. Davila Cardenes, E. Gomez Deniz | |
| A probability model for analyzing the points of a team in a football match: An application to the Spanish league | |
| EO0463: R. Lit, S.J. Koopman | |
| Forecasting match results in European football competitions: New dynamic models and comparisons | |
| EO1116: M. Ferrante, G. Fonseca | |
| A new Markovian model for tennis matches | |
| EO0874: P. Zuccolotto, M. Manisera, D. Verzeletti | |
| Big data analytics to model scoring probability in basketball: The effect of shooting under high-pressure conditions |
| Session EO693 | Room: 215 |
| Beyond mean regression | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Andreas Mayr | Organizer: Andreas Mayr |
| EO0869: D. Stasinopoulos | |
| The GAMLSS models: Past and future | |
| EO1151: T. Hepp, M. Schmid, A. Mayr | |
| Assessing the significance of effects in boosted distributional regression models | |
| EO0533: J. Thomas, A. Mayr, M. Schmid, B. Bischl, B. Hofner | |
| Stability selection for boosted generalized additive models for location scale and shape | |
| EO0418: T. Kneib, N. Klein, G. Marra, R. Radice | |
| Semiparametric bivariate conditional copula regression with binary and continuous marginals | |
| EO1570: J. Hambuckers, T. Kneib, R. Langrock, A. Sohn | |
| A Markov-Switching generalized additive model for compound Poisson processes |
| Session EO700 | Room: 208 |
| Shrinkage estimators | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Genso-Y. T. Watanabe-Chang | Organizer: Genso-Y.-T. Watanabe-Chang |
| EO0708: G.-Y.T. Watanabe-Chang, N. Shinozaki | |
| Shrinkage estimators of Poisson means based on prior information and its applications to multiplicative Poisson models | |
| EO0747: T. Matsuda, F. Komaki | |
| Improvement of singular value shrinkage priors and block-wise Stein priors | |
| EO0814: K. Yano, F. Komaki | |
| Shrinkage priors for nonparametric estimations | |
| EO1040: F. Komaki | |
| Shrinkage priors for a class of Poisson regression models | |
| EO0943: Y. Maruyama | |
| Harmonic Bayesian prediction under alpha-divergence |
| Session EP733 | Room: Hall |
| Poster Session II | Saturday, 10 December 2016 10:50 - 12:55 |
| Chair: Marta Garcia Barzana | Organizer: CMStatistics |
| Parallel session I: CMStatistics | Saturday, 10 December 2016 | 14:25 - 16:05 |
| Session EI675 (Special Invited Session) | Room: Graduation hall |
| Multivariate extremes and applications | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Armelle Guillou | Organizer: Armelle Guillou |
| EI0433: M. Falk, G. Stupfler | |
| D-norms and the max-characteristic function: Offsprings of multivariate extreme value theory | |
| EI0508: H. Drees, A. Janssen | |
| Conditional extreme value models: Fallacies and pitfalls | |
| EI1119: J. Einmahl, A. Krajina | |
| Empirical likelihood based testing for multivariate regular variation |
| Session EO005 | Room: 006 |
| Statistical network modeling | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Harry Crane | Organizer: Harry Crane |
| EO0893: W. Dempsey, H. Crane | |
| Edge exchangeability: A new foundation for network modeling | |
| EO1030: C.M. Le, L. Levina | |
| Estimating the number of communities in networks by spectral method | |
| EO0649: E. Wit | |
| COSTNET, networks and detecting epistatic selection | |
| EO1752: A. Zhang, C. Gao, H. Zhou, Z. Ma | |
| Community detection in degree-corrected block models |
| Session EO015 | Room: 215 |
| Joint modelling | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Thomas Kneib | Organizer: Thomas Kneib, Elisabeth Waldmann |
| EO0689: E. Waldmann | |
| Combining distributional regression with joint modelling | |
| EO0691: A. Mayr, E. Waldmann | |
| Boosting joint models | |
| EO0586: C. Faes, C. Cadarso Suarez, I. Guler | |
| Joint modeling of multivariate longitudinal and survival data | |
| EO0429: G. Hickey | |
| Joint modelling of multivariate longitudinal and time-to-event data |
| Session EO037 | Room: S23 |
| Software developments toward high frequency data | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Nakahiro Yoshida | Organizer: Nakahiro Yoshida |
| EO1360: C. Driver | |
| ctsem: R software for continuous time structural equation modelling | |
| EO0542: H. Masuda | |
| Stepwise estimation and assessment of Levy driven SDE | |
| EO1063: L. Mercuri, N. Yoshida | |
| Point process regression models in YUIMA project | |
| EO1058: S. Iacus | |
| The Yuima framework for simulation and inference of stochastic processes and its GUI |
| Session EO061 | Room: 211 |
| Change point detection in time series | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Herold Dehling | Organizer: Herold Dehling |
| EO0567: C. Gerstenberger | |
| A Wilcoxon-type test for distinguishing between long-range dependence and short-range dependence with a change in mean | |
| EO1017: A. Betken, M. Wendler | |
| Subsampling-based change-point detection in LRD time series | |
| EO1047: M. Wornowizki, H. Dehling, R. Fried | |
| Structural break detection using Fourier methods | |
| EO1351: I. Zelo, A. Rooch, R. Fried | |
| Estimation methods for the long memory parameter under a change in the mean |
| Session EO079 | Room: 201 |
| Advances in time series analysis | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Gregory Rice | Organizer: Edit Gombay, Gregory Rice |
| EO0252: L. Trapani, L. Horvath | |
| Testing for randomness in a random coefficient autoregression model | |
| EO0235: C. Cerovecki, S. Hormann | |
| On the CLT for the discrete Fourier transforms of functional time series | |
| EO0425: O. Sonmez, G. Rice, A. Aue | |
| Dating structural breaks in functional data without dimension reduction | |
| EO1142: S. Chenouri, G. Rice | |
| Robust multivariate change point analysis based on data depth |
| Session EO121 | Room: 202 |
| Recent advances in statistical depth | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Davy Paindaveine | Organizer: Davy Paindaveine |
| EO0988: H. Battey, A. Nieto-Reyes | |
| A topologically valid definition of depth for functional data | |
| EO1152: G. Van Bever, D. Paindaveine | |
| Shape depth | |
| EO0709: Y. He | |
| Asymptotics for extreme depth-based quantile region estimation | |
| EO0841: R. Dyckerhoff, P. Mozharovskyi | |
| Approximate computation of data depths that satisfy the projection property |
| Session EO123 | Room: 213 |
| Non- and semiparametric inference for complex time to event data | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Markus Pauly | Organizer: Markus Pauly |
| EO0197: T. Scheike | |
| Two-stage modelling of additive Gamma frailty models for survival data, case-control and ascertainment | |
| EO0224: J. Beyersmann, A. Allignol, C. Mueller | |
| Nonparametric estimation of state occupation and transition probabilities in non-Markov multistate models | |
| EO0420: D. Dobler, M. Pauly | |
| Inference for the concordance index for possibly right-censored and tied data | |
| EO0546: G. Cortese, S. Holmboe, T. Scheike | |
| Regression models for the restricted residual mean life |
| Session EO151 | Room: 208 |
| Computational tools for the analysis of unconventional datasets | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Jochen Luedering | Organizer: Peter Winker |
| EC0173: P. Tillmann, J. Luedering | |
| Monetary policy on Twitter and its effect on asset prices: Evidence from computational text analysis | |
| EO0174: J. Luedering, P. Winker | |
| Forward or backward looking: The economic discourse and the observed reality | |
| EO0391: L.A. Thorsrud | |
| Words are the new numbers: A newsy coincident index of business cycles | |
| EC1439: N. Trendafilov, P. Galindo | |
| Sparse dimension reduction of multiple data on same observations |
| Session EO179 | Room: 214 |
| Higher moments in multivariate analysis | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Nicola Loperfido | Organizer: Nicola Loperfido |
| EO0180: K. Podgorski, N. Loperfido, S. Mazur | |
| Third cumulant for multivariate aggregate claim models | |
| EO0191: F. Javed, K. Podgorski | |
| Tail behavior and dependence structure in the APARCH model | |
| EO0255: C. Ley, M. Hallin, L. Gelbgras | |
| Optimal tests for elliptical symmetry against skew-elliptical alternatives | |
| EO0335: C. Franceschini, N. Loperfido | |
| MultiSkew: An R package for skewness-based data analysis |
| Session EO223 | Room: 205 |
| Causal inference in theory and practice I | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Jonas Peters | Organizer: Jonas Peters |
| EO0266: S. Bongers, J. Peters, B. Scholkopf, J. Mooij | |
| Marginalization and reduction of structural causal models | |
| EO0933: M. Rojas Carulla, B. Scholkopf, R. Turner, J. Peters | |
| Causal transfer in machine learning | |
| EO1163: A. Shojaie | |
| Identifiability of causal effects from subsampled and mixed-frequency time series | |
| EO1399: R. Evans, V. Didelez | |
| Model parameterisations using causal quantities |
| Session EO225 | Room: 203 |
| Inference for functional data, with life sciences applications | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Laura Sangalli | Organizer: Laura Sangalli |
| EO0247: J. Goldsmith, D. Backenroth, J. Goldsmith, M. Harran, J. Cortes, J. Krakauer, T. Kitago | |
| Modeling heterogeneity in motor learning using heteroskedastic functional principal components | |
| EO0440: D. Ruegamer, S. Brockhaus, K. Gentsch, K. Scherer, S. Greven | |
| Detecting synchronisation in EEG- and EMG-signals via boosted functional historical models | |
| EO0928: A. Pini, L. Spreafico, S. Vantini, A. Vietti | |
| Partial differential interval-wise testing for the functional data analysis of tongue profiles |
| Session EO247 | Room: 217 |
| Recent advances on analysis of high-dimensional data | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Xin Zhang | Organizer: Yichao Wu |
| EO0226: X. Zhang | |
| Parsimonious tensor response regression with applications to neuroimaging analysis | |
| EO1361: E. Barut, H.J. Wang, Y. Tang | |
| Testing the presence of significant covariates through conditional marginal regression | |
| EC1688: S. Ko, D. Yu, J.-H. Won | |
| A feature-splitting distributed algorithm for generalized linear models under generalized and group lasso penalties |
| Session EO259 | Room: 206 |
| Robust covariance matrix estimation of high-dimensional data | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Esa Ollila | Organizer: Esa Ollila |
| EO0661: A. Wiesel, E. Peker | |
| Fitting generalized multivariate Huber losses | |
| EO1188: F. Pascal | |
| Robust RMT for covariance matrix estimation and applications to signal processing | |
| EO0812: T. Zhang, A. Wiesel | |
| Automatic diagonal loading for Tyler's robust covariance estimator | |
| EO0808: E. Ollila, D. Tyler, I. Soloveychik, A. Wiesel | |
| Simultaneous penalized M-estimation of covariance matrices using geodesically convex optimization |
| Session EO431 | Room: 002 |
| Recent advances in statistical genetics | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Wesley Thompson | Organizer: Wesley Thompson, Yu Cheng |
| EO0792: W. Thompson | |
| A novel Bayesian model for the local false discovery rate | |
| EO1071: A. Buil | |
| Advanced methods in molecular quantitative trait loci mapping | |
| EO1325: S. Picart-Armada, F. Fernandez-Albert, W. Thompson, A. Buil, A. Perera-Lluna | |
| Statistical characterisation of diffusion-based approaches in biological networks |
| Session EO505 | Room: S24 |
| Recent advances in mixed effects modelling | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Estelle Kuhn | Organizer: Estelle Kuhn |
| EO0537: M. Delattre, M.-A. Poursat | |
| On BIC for mixed-effects models | |
| EO0740: C. Baey, P.-H. Cournede, E. Kuhn | |
| Testing variance components in nonlinear mixed effects models: Application to plant growth modelling | |
| EO1124: C. Laredo, V. Genon-Catalot, M. Delattre | |
| Parametric inference for discrete observations of diffusions with mixed effects |
| Session EO511 | Room: 207 |
| Recent developments on statistical machine learning | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Yuying Xie | Organizer: Yufeng Liu |
| EO0212: N. Simon | |
| A computationally and theoretically efficient framework for sparse additive modeling | |
| EO0403: Y. Dong | |
| Sufficient dimension reduction via principal $L_q$ support vector machine | |
| EO0449: S.J. Shin, A. Artemiou | |
| Penalized principal logistic regression for sparse sufficient dimension reduction |
| EO1498: R. Pan, X. Zhu, G. Li, Y. Liu, H. Wang | |
| Network vector autoregression | |
| EO1709: K. Knight | |
| Combining subsample estimators in quantile regression | |
| EO0596: R. Panzica, G. Bonaccolto, M. Caporin | |
| Causality networks: Estimation and combination | |
| EO1725: M. Bernardi | |
| Robust dynamic conditional score models |
| Session EO551 | Room: 007 |
| Smoothing methods for complex data | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Maria Xose Rodriguez-Alvarez | Organizer: Maria Xose Rodriguez-Alvarez |
| EO0501: L. Vittert, A. Bowman, S. Katina | |
| Statistics of the human face | |
| EO0963: M. Durban, M.X. Rodriguez-Alvarez, D.-J. Lee, P. Eilers | |
| Fast estimation of adaptive P-spline models | |
| EO1060: D.-J. Lee, D. Ayma, M. Durban, P. Eilers | |
| Disaggregation of spatial and spatio-temporal counts in epidemiology: A penalized composite link model approach | |
| EO1011: M. Rodriguez-Girondo | |
| Non-linear regularized regression in multi-omic applications | |
| EO0965: G. Frasso, P. Eilers | |
| Direct semi-parametric estimation of the state price density implied in option prices |
| Session EO553 | Room: 204 |
| High-dimensional inference in spatial models and panel data | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Carles Breto | Organizer: Carles Breto |
| EO0768: A. Gupta, P. Robinson | |
| Pseudo maximum likelihood estimation of spatial autoregressive models with increasing dimension | |
| EO0381: D. Conesa, R. Amoros, A. Lopez-Quilez, M. Martinez-Beneito | |
| A spatio-temporal Markov switching model for the detection of influenza outbreaks | |
| EO1008: Y. Rao, B. McCabe | |
| Real-time surveillance for abnormal events: The case of influenza outbreaks | |
| EO1157: C. Breto, E. Ionides, A. King | |
| Panel data analysis via mechanistic models |
| Session EO555 | Room: 209 |
| Statistical techniques for the analysis of complex biomedical signals | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Anna Maria Paganoni | Organizer: Anna Maria Paganoni |
| EO1190: , J. Romo | |
| Analyzing dependence for multivariate functional data | |
| EO1026: L. Ippoliti, L. Fontanella, P. Valentini | |
| Modeling mandibular shape variation using functional ANOVA models | |
| EO0972: H. Sorensen | |
| Interval-wise testing for dependent functional data | |
| EO1129: A. Stamm, O. Commowick, S. Vantini, S.K. Warfield | |
| Numerical and computational challenges in ML estimation of mixture models for analyzing diffusion MRI data |
| Session EO559 | Room: Board meeting room II |
| Lifetime modeling and estimation | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Maria Luz Gamiz | Organizer: Maria Luz Gamiz |
| EO0187: A. Debon, S. Haberman, F. Montes, E. Otranto | |
| Testing model effect on projected mortality indicators | |
| EO0306: B.H. Lindqvist, O.E. Farestveit | |
| Degradation and maintenance modeling using the inverse Gaussian process | |
| EO0513: J.T. Kvaloy, B.H. Lindqvist, S. Aaserud | |
| Residual plots for the modelling of covariates in accelerated failure time models | |
| EO0848: M.L. Gamiz, M.-D. Martinez-Miranda, J.P. Nielsen | |
| Best one-sided cross-validation for hazards |
| Session EO595 | Room: 210 |
| Dimension reduction for regression | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Stephane Girard | Organizer: Stephane Girard, Florence Forbes |
| EO0470: F. Forbes, A. Chiancone, S. Girard | |
| Student sliced inverse regression | |
| EO0412: I. Wilms, C. Croux | |
| Robust Variable Section with the sparse shooting S | |
| EO1108: J. Saracco, I. Jlassi | |
| Variable importance assessment in sliced inverse regression for variable selection |
| Session EO646 | Room: S22 |
| Testing and inference in nonparametric models of production | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Paul Wilson | Organizer: Paul Wilson |
| EO0577: C. Daraio, L. Simar, P. Wilson | |
| Quality of European universities: Model uncertainty, endogeneity and testing of unobserved heterogeneity | |
| EO0600: L. Badin, C. Daraio, L. Simar | |
| Bandwidth selection issues for nonparametric conditional efficiency estimation | |
| EO0665: C. Mastromarco | |
| Cross-section dependence and latent heterogeneity: A conditional nonparametric frontier analysis | |
| EO0891: P. Wilson, B. Park, L. Simar, V. Zelenyuk | |
| On cross-validation in regression |
| Session EO723 | Room: 212 |
| Dependence models and copulas III | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Wolfgang Trutschnig | Organizer: Fabrizio Durante, Wolfgang Trutschnig |
| EO0352: A. Derumigny, J.-D. Fermanian | |
| Inference of elliptical copula generators | |
| EO0472: G. Mazo | |
| A semiparametric and location shift copula based mixture model | |
| EO0157: N. Uyttendaele | |
| Building conditionally dependent parametric factor copulas | |
| EO1221: C. Schellhase, F. Spanhel | |
| Estimating non-simplified vine copulas using penalized splines |
| Session EP734 | Room: Hall |
| Poster Session III | Saturday, 10 December 2016 14:25 - 16:05 |
| Chair: Stella Hadjiantoni | Organizer: CMStatistics |
| EP1378: I. Castro-Conde, M. Cousido Rocha, J. Roca Pardinas, A. Vidal Vidal | |
| A comparative study on time series forecasting in telecommunications | |
| EP1388: J. Voelzke, T. Weigt | |
| Another look at the value of individual labor income | |
| EP1473: R. Hendrych | |
| Marginal expected shortfall as a systemic risk measure: The Czech PX index case study | |
| EP1628: A. Machno, H. Gurgul | |
| Modeling financial returns in different regions with a regime switching regular vine copula. | |
| EP1662: J. Prochazka, S. Flimmel | |
| Modelling seasonality with long seasonal period |
| Parallel session J: CMStatistics | Saturday, 10 December 2016 | 16:35 - 18:15 |
| Session EO019 | Room: 215 |
| Recent developments in large-scale inference | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Guang Cheng | Organizer: Chenlei Leng |
| EO0325: G. Cheng | |
| Computationally efficient nonparametric testing | |
| EO0678: K. Kato, V. Chernozhukov, D. Chetverikov | |
| Testing many moment inequalities | |
| EO1281: B. Jiang | |
| A direct approach for sparse quadratic discriminant analysis | |
| EO1415: X. Wang, C. Leng, D. Dunson | |
| DECOrrelated feature space partitioning for distributed sparse regression |
| Session EO067 | Room: 204 |
| Multivariate extremes | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Michael Falk | Organizer: Michael Falk |
| EO0475: C. Klueppelberg | |
| Risk modelling by max-linear models on graphs. | |
| EO0481: A. Janssen, T. Mikosch, M. Rezapour, X. Xie | |
| Eigenvalues of sample covariance matrices of heavy-tailed stochastic volatility models | |
| EO0897: B. Beranger, S. Padoan, C. Dombry | |
| On some features of the skewed families of max-stable processes | |
| EO0799: J. Segers, G. Mazo | |
| Regularly varying Markov trees |
| Session EO077 | Room: 211 |
| Advances in mixed effects modeling | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Subir Ghosh | Organizer: Subir Ghosh |
| EC0414: N. Helwig | |
| Efficient estimation of variance components in nonparametric mixed-effects models with large samples | |
| EO0376: L. Wang | |
| Simulation-based estimation in mixed effects models with measurement error and missing data | |
| EO0639: S. Ghosh | |
| Near optimum estimation of variance components in mixed effects models | |
| EC1557: A. Soberon, W. Stute | |
| Assesing skewness, kurtosis and normality in linear mixed models |
| Session EO095 | Room: 207 |
| Change-point analysis | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Ivan Kojadinovic | Organizer: Ivan Kojadinovic |
| EO0953: D. Jaruskova | |
| Estimating non-simultaneous changes | |
| EO0700: D. Vogel, A. Duerre, R. Fried, D. Tyler | |
| Applications of the spatial sign covariance matrix | |
| EO0711: P. Naveau | |
| Detecting changes in climate records | |
| EO0978: R. Fried, A. Duerre, T. Liboschik, J. Rathjens | |
| robts - An R-package for robust time series analysis and change-point detection |
| Session EO113 | Room: 006 |
| Inference and assessment of stochastic process models | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Hiroki Masuda | Organizer: Hiroki Masuda |
| EO0525: M. Uchida | |
| Hybrid estimators for discretely observed small diffusion processes | |
| EO0899: Y. Koike | |
| Time-varying lead-lag effect | |
| EO0941: N. Yoshida | |
| Applications of the quasi-likelihood analysis for point processes to high frequency data | |
| EO1418: A. Brouste | |
| Diffusion processes for the forecast of wind turbine energy production and LAN property |
| Session EO143 | Room: 213 |
| Flexible regression models in survival analysis | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Ingrid Van Keilegom | Organizer: Ingrid Van Keilegom, Anouar El Ghouch |
| EO0356: J.-F. Dupuy | |
| Estimation of extreme quantiles of a conditional survival distribution | |
| EO0445: S. Maistre, A. El Ghouch, I. Van Keilegom | |
| Spline backfitted kernel estimation of a nonparametric additive model with censored data | |
| EO0696: P. Janssen, C. Geerdens, N. Veraverbeke | |
| Large sample properties of nonparametric copula estimators under bivariate censoring | |
| EO0918: P. Lambert | |
| Bayesian inference and identification issues in a flexible promotion time cure model |
| EO0161: J. Dovern, H. Manner | |
| Order invariant evaluation of multivariate density forecasts | |
| EO0370: S. Bruder, M. Wolf | |
| New joint confidence bands for structural impulse response functions | |
| EO1149: S. Schreiber | |
| Density forecasts with endogenous coefficient sparseness | |
| EO0987: A. Staszewska-Bystrova, H. Luetkepohl, P. Winker | |
| Confidence intervals and bands for impulse responses in structural vector autoregressions with long-run restrictions |
| Session EO155 | Room: 201 |
| Statistical methods for blind source separation | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Sara Taskinen | Organizer: Sara Taskinen |
| EO0512: J. Miettinen, K. Nordhausen, S. Taskinen, K. Kalcher, R. Boubela | |
| Convergence of FastICA algorithms in performing temporal ICA for fMRI data | |
| EO0570: F. Van Eeghem, L. de Lathauwer | |
| Tensor-based convolutive independent component analysis | |
| EO0857: B. Risk, D. Matteson, D. Ruppert | |
| Likelihood-based non-Gaussian and Gaussian component analysis | |
| EO1286: P. Ilmonen, N. Lietzen, K. Nordhausen | |
| On complex valued ICA |
| Session EO231 | Room: 206 |
| R and robustness and official statistics | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Valentin Todorov | Organizer: Valentin Todorov |
| EO0839: V. Lourenco, P. Canas Rodrigues, A.M. Pires | |
| Robust SNP-based estimation of heritability with R | |
| EO1238: A. Ruiz-Gazen, D. Haziza, J.-F. Beaumont | |
| Robust estimation in surveys using the conditional bias approach and implementation with R | |
| EO0985: T. Tuoto, G. Barcaroli | |
| Web scraping, text mining and machine learning experiences at Istat with R and other open source systems | |
| EO1423: K. Hron, M. Templ, P. Filzmoser | |
| Exploring outliers in compositional data with structural zeros |
| Session EO235 | Room: 208 |
| Nonparametric and semiparametric methods for directional data | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Thomas Verdebout | Organizer: Thomas Verdebout |
| EO0641: B. Thiam, A. Amiri, T. Verdebout | |
| On the estimation of the density of a directional data stream | |
| EO0730: C. Cutting, T. Verdebout, D. Paindaveine | |
| Testing uniformity on high-dimensional spheres against symmetric and asymmetric spiked alternatives | |
| EO1000: E. Garcia-Portugues, C. Ley, T. Verdebout | |
| Nonparametric density estimation with directional data under rotational symmetry | |
| EO1214: T.M. Pham Ngoc | |
| Localized spherical deconvolution |
| Session EO261 | Room: 002 |
| Statistical modelling in insurance | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Vali Asimit | Organizer: Vali Asimit |
| EO0355: T. Boonen, A. Tsanakas, M. Wuethrich | |
| Capital allocation for insurance portfolios with non-linear risk aggregation | |
| EO0780: T. Verdonck, K. Peremans, P. Segaert, S. Van Aelst | |
| Robust bootstrap procedures for claims reserving using GLM | |
| EO1143: P. Millossovich, A. Villegas, V. D Amato | |
| Structural constraints on multi-population mortality models | |
| EO1279: K. Antonio, R. Verbelen, R. Henckaerts, M. Clijsters | |
| Using risk factors in P\& C insurance pricing: A data driven strategy with GAMs, regression trees and GLMs |
| Session EO267 | Room: 209 |
| Advances in model specification tests in regression | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Tatyana Krivobokova | Organizer: Tatyana Krivobokova |
| EO0198: U. Schneider, K. Ewald | |
| Exact post model selection inference: Confidence sets based on the lasso | |
| EO0344: F. Enikeeva, A. Munk, F. Werner | |
| Bump detection in heterogeneous Gaussian regression | |
| EO1098: F. Dunker, K. Eckle, K. Proksch, J. Schmidt-Hieber | |
| Multiscale tests for shape constraints in linear random coefficient models | |
| EO0909: P. Serra, F. Enikeeva, T. Krivobokova | |
| Exact, adaptive tests for polynomial regression against a general alternative |
| Session EO443 | Room: 202 |
| Statistical genomics for tumor heterogeneity and evolution | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Wenyi Wang | Organizer: Wenyi Wang |
| EO0267: P. Van Loo | |
| Molecular archaeology of cancer | |
| EO0260: D. Chedom Fotso, C. Yau, A. Ahmed | |
| A novel method for estimating somatic mutations cellular prevalence in cancer using whole genome haplotype phasing | |
| EO1258: S. Tyekucheva, S. Haider, J. Ahn, W. Wang, P. Boutros, M. Loda | |
| Comparing methods for cellularity estimation using different genomic data types in prostate cancer | |
| EO1386: J. Ahn, W. Wang, S. Tyekucheva, G. Parmigiani, Y. Yuan | |
| Heterogeneous tumor expression deconvolution: DeMix-Bayes |
| Session EO521 | Room: 210 |
| Recent advances of statistical genetics and genomics | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Lihong Qi | Organizer: Lihong Qi |
| Session EO529 | Room: 205 |
| Causal inference in theory and practice II | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Marloes Maathuis | Organizer: Marloes Maathuis |
| EO1355: J. Kuipers | |
| Bayesian structure learning in causal graphical models | |
| EO1440: D. Malinsky | |
| Learning causal models from time series data in the presence of latent variables | |
| EO0628: E. Perkovic, J. Textor, M. Kalisch, M. Maathuis | |
| Characterizing and constructing adjustment sets | |
| EO1390: B. Chen, J. Pearl, E. Bareinboim | |
| Incorporating knowledge into structural equation models using auxiliary variables |
| Session EO575 | Room: S22 |
| Object oriented data analysis | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Benjamin Eltzner | Organizer: Steve Marron |
| EO0527: A. Srivastava | |
| Elastic shape analysis of neuronal trees | |
| EO0878: P. Secchi | |
| Random domain decomposition for object oriented spatial statistics | |
| EO1229: S. Tavakoli, J. Aston, D. Pigoli | |
| Inferring accents from geo-localized acoustic speech recordings | |
| EO1319: B. Eltzner, S. Huckemann | |
| Nested subspace asymptotics with application to stem cell analysis |
| Session EO577 | Room: 216 |
| Advanced statistical modeling of neuroimaging data | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Timothy Johnson | Organizer: Timothy Johnson |
| EO0529: H. Ombao | |
| Multi-scale factor analysis of high dimensional time series | |
| EO0554: T. Ogden, Y. Chen, J. Goldsmith | |
| Functional data modeling of dynamic PET data | |
| EO0623: S. Montagna, T. Wager, T. Johnson, T. Nichols | |
| A Bayesian approach to the joint modeling of image-based and coordinate-based neuroimaging meta-analysis data | |
| EO1226: A. Park, J. Aston, F. Ferraty, A.Y. Park | |
| Functional domain selection for neuroimaging |
| Session EO609 | Room: 007 |
| Advances in biostatistics | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Maria De Iorio | Organizer: Maria De Iorio |
| EO0984: A. Guglielmi, M. De Iorio | |
| Bayesian autoregressive semiparametric models for gap times of recurrent events | |
| EO1250: W. Barcella, M. De Iorio, S. Favaro, G. Rosner | |
| Covariate dependent clustering via the dependent generalised Dirichlet process | |
| EO1088: A. Gottard | |
| On graphical models for studying the metabolic signature of a disease | |
| EO1429: G. Rosner, C. Wang | |
| Bayesian nonparametric models in comparative effectiveness research |
| Session EO620 | Room: 203 |
| Non- and semi-parametric approaches in functional statistics | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Enea Bongiorno | Organizer: Enea Bongiorno |
| EO0371: D. Liebl, A. Kneip | |
| On the perfect reconstruction of partially observed (non-)sparse functional data | |
| EO0992: M. Febrero-Bande, W. Gonzalez-Manteiga, M. Oviedo de la Fuente | |
| Variable selection in functional additive Regression Models | |
| EO0982: A. Ghiglietti, A.M. Paganoni, F. Ieva | |
| Inference on the means of functional data based on a generalized Mahalanobis distance | |
| EO1220: E. Bongiorno, A. Goia | |
| Functional principal component for concentration curves |
| Session EO626 | Room: S23 |
| Doubly stochastic counting processes | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Paula Bouzas | Organizer: Paula Bouzas |
| EO0595: G. Mohler | |
| Hawkes process modeling and estimation for crime and conflict data | |
| EO0782: N. Ruiz-Fuentes, P. Bouzas | |
| Goodness-of-fit test for Cox processes and generalizations | |
| EO0877: C. Montes-Gijon, P. Bouzas, N. Ruiz-Fuentes | |
| Forecasting a compound Cox process | |
| EO1480: I. Trolle Andersen, U. Hahn | |
| Mat\'{e}rn thinned Cox point processes |
| Session EO638 | Room: 217 |
| Model-based clustering of high dimensional data | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Cristina Tortora | Organizer: Cristina Tortora |
| EO1051: A. Iodice D Enza, M. van de Velden, A. Markos | |
| Clustering of high dimensional categorical data via dimension reduction | |
| EO1006: D. Karlis, I. Kosmidis | |
| Using copulas for model based clustering | |
| EC1432: A. Silva, S. Rothstein, S. Subedi | |
| Mixture-model based clustering of high-throughput sequencing data |
| Session EO708 | Room: S24 |
| Variable selection methods | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Camino Gonzalez | Organizer: Camino Gonzalez, Inmaculada Barranco-Chamorro |
| EO1121: J. Cara, C. Gonzalez, J. Mira | |
| Statistical approaches to sensitivity analysis in structural mechanics | |
| EO0919: C. Gonzalez, J. Mira, J. Garcia Lezana | |
| Variable selection to predict electricity price categories | |
| EO0925: S. Lessanibahri, C. Gonzalez, L. Gastaldi | |
| A pruning algorithm for mining maximal length frequent itemsets | |
| EO1005: J. Mira, B. Dadashova, K. Dixon, B. Arenas, F. Aparicio | |
| Variable selection with random forests of the influence of road geometry on accident severity |
| Session EO725 | Room: 212 |
| Dependence models and copulas IV | Saturday, 10 December 2016 16:35 - 18:15 |
| Chair: Wolfgang Trutschnig | Organizer: Fabrizio Durante, Wolfgang Trutschnig |
| EO0155: E. Di Bernardino, D. Rulliere | |
| On tail dependence coefficients of transformed multivariate Archimedean copulas | |
| EO1064: M. Gomez, C. Ausin, C. Dominguez | |
| Seasonal vine copula model for a glacier in King George island | |
| EO1645: R. Lillo, R.A. Torres Diaz, H. Laniado Rodas, C. De Michele | |
| Directional multivariate extremes in environmental phenomena | |
| EO1012: F. Durante | |
| Multivariate CoVaR and hazard scenarios |
| Parallel session L: CMStatistics | Sunday, 11 December 2016 | 08:40 - 10:20 |
| Session EO021 | Room: 210 |
| Recent developments in spatial statistics | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Yulia Gel | Organizer: Brian Reich |
| EO0313: F.J. Rodriguez Cortes, M. Siino, J. Mateu, G. Adelfio | |
| An approach to hypothesis testing based on local indicators of spatio-temporal association | |
| EC1449: N. Shariati Fokalaei, H. Asgharian | |
| A multivariate spatial econometrics model with an intra-location feedback effect | |
| EC1627: M.I. Borrajo, W. Gonzalez-Manteiga, M.-D. Martinez-Miranda | |
| Bootstrapping and bandwidth selection for kernel intensity estimation in point processes with covariates |
| Session EO051 | Room: 203 |
| Advances and applications of functional data analysis | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Ying Zhu | Organizer: Ming-Yen Cheng |
| EC0244: L.-H. Chen, C.-R. Jiang | |
| Sensible functional linear discriminant analysis | |
| EO1039: Y. Zhu | |
| Functional data analysis with its application to discrimination of Chinese herbal medicine | |
| EO1714: J. Hirukawa | |
| On the extension of Lo's modified R/S statistics against to locally stationary short-range dependence | |
| EC1513: M.-H. Descary, V. Panaretos | |
| Functional data analysis by matrix completion |
| Session EO097 | Room: 209 |
| Recent advances in quantile regression | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Carlos Lamarche | Organizer: Carlos Lamarche |
| EO0320: J.C. Escanciano | |
| Quantile-regression inference with adaptive control of size | |
| EO0728: B. Callaway, T. Li, T. Oka | |
| Quantile difference in differences | |
| EO1184: T. Parker | |
| Regression rankscores for inference in semiparametric quantile regression models |
| Session EO131 | Room: 215 |
| Modern multivariate methods with R | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Anne Ruiz-Gazen | Organizer: Anne Ruiz-Gazen, Klaus Nordhausen |
| EO0809: M. Chavent | |
| Multivariate analysis of mixed data: The PCAmixdata R package | |
| EO0789: K. Nordhausen, J. Miettinen, S. Taskinen | |
| Blind source separation based on joint diagonalization in R: The packages JADE and BSSasymp | |
| EO0831: M. Olteanu, N. Villa-Vialaneix | |
| Using SOMbrero for clustering and visualizing complex data | |
| EO1276: M. Schlather | |
| Analysis, simulation and prediction of multivariate random fields |
| Session EO169 | Room: 202 |
| Econometrics and statistics for financial risk management | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Katrien Antonio | Organizer: Katrien Antonio |
| EO0718: M. Guillen, A.M. Perez-Marin, M. Ayvso, J.P. Nielsen | |
| A methodological overview for quantifying the risk of an accident in usage-based insurance | |
| EO0794: R. Verbelen, K. Antonio, G. Claeskens | |
| Unraveling the predictive power of telematics data in car insurance pricing | |
| EO0915: M. Santolino, C. Bolance, M. Guillen | |
| Aggregating and disaggregating risks | |
| EO1273: S. Devriendt, K. Antonio, E. Frees, R. Verbelen | |
| Sparse modeling of risk factors for insurance analytics |
| Session EO171 | Room: 212 |
| Ordinal pattern dependence in time series analysis | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Alexander Schnurr | Organizer: Alexander Schnurr |
| EO0253: S. Fischer, A. Schumann, A. Schnurr | |
| Detecting climatic coherences in hydrological time series using ordinal patterns | |
| EO0288: A. Schnurr, H. Dehling | |
| Ordinal pattern dependence: Background, origins and areas of application | |
| EO0348: K. Keller | |
| Entropies based on ordinal pattern distributions | |
| EO0739: J. Buchsteiner, H. Dehling, A. Schnurr, J. Woerner | |
| Ordinal patterns under long-range dependence |
| Session EO183 | Room: 211 |
| Data-driven estimation procedures in the presence of dependence | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Jan Johannes | Organizer: Jan Johannes |
| EO0303: N. Asin, J. Johannes | |
| Adaptive functional linear regression in the presence of dependence | |
| EO0312: M. Kroll | |
| Nonparametric estimation for Poisson inverse problems in a circular model | |
| EO1288: C. Duval, F. Comte | |
| Nonparametric estimation of the interarrival distribution of a renewal process | |
| EO1612: J. Johannes, X. Loizeau, F. Comte | |
| Adaptive aggregation in circular deconvolution in the presence of dependence |
| Session EO205 | Room: 214 |
| Recent statistical advances for clinical trials | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Jacobo de Una-Alvarez | Organizer: Jacobo de Una-Alvarez |
| EO1275: S. Strohmaier | |
| Causal mediation analysis in clinical survival trials incorporating repeated mediator measurements | |
| EO1755: R.-D. Hilgers | |
| On the selection of a randomization procedure in clinical trials | |
| EO1251: G. Gomez Melis, M. Gomez Mateu, M. Bofill | |
| Planning clinical trials with CompARE | |
| EO1546: T. Friede, M. Placzek | |
| Some statistical aspects of clinical trials for personalized medicine |
| Session EO257 | Room: 204 |
| Incomplete data in extreme value theory | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Laurent Gardes | Organizer: Laurent Gardes |
| EO0175: A. Necir | |
| Tail product-limit process for truncated data with application to extreme value index estimation | |
| EO0492: G. Stupfler, C. Neves | |
| Assessing the validity of certain hypotheses in randomly right-censored extremes | |
| EO0518: J. Beirlant, T. Rey, R. Verbelen, K. Antonio | |
| Global fits using splicing for censored data: mixed Erlang and extreme value distributions | |
| EO0523: J. Worms, R. Worms | |
| Extreme value index estimation for randomly censored data with competing risks |
| Session EO263 | Room: 217 |
| Statistical size distributions | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Yves Dominicy | Organizer: Yves Dominicy |
| EO0230: C. Sinner, Y. Dominicy, C. Ley, J. Trufin, P. Weber | |
| An interpolating family of size distributions | |
| EO0299: T. Abe | |
| A simple cylindrical model as a combination of the Weibull and sine-skewed von Mises distributions | |
| EO0657: F.J. Rubio | |
| (non-)Informative priors for the shape parameter of log-two-piece and log-skew-symmetric distributions | |
| EO0825: E.A. Koudou, C. Ley | |
| Efficient and simple testing procedures for the (extended) generalized inverse Gaussian models |
| Session EO437 | Room: 206 |
| Advances in robust data analysis | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Agustin Mayo-Iscar | Organizer: Agustin Mayo-Iscar, Alfonso Gordaliza, Luis Angel Garcia-Escudero |
| EO0316: A. Garcia-Perez, Y. Cabrero-Ortega | |
| Robust morphometrics with geographical information systems | |
| EO1227: A. Marazzi, M. Amiguet, M. Valdora, V. Yohai | |
| Highly robust and efficient estimates for the generalized linear model with a dispersion parameter | |
| EO1244: V. Todorov, P. Filzmoser | |
| A user approach to robust multivariate analysis in R | |
| EC1761: E. Sordini, V. Todorov, A. Corbellini | |
| FSDA4R: Porting the FSDA toolbox to R |
| Session EO453 | Room: 208 |
| High dimensional statistics and finance | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Carlos Tolmasky | Organizer: Carlos Tolmasky, Liliana Forzani |
| EO0411: M. Potters, J.-P. Bouchaud, J. Bun | |
| Cleaning large correlation matrices: Eigenvector overlaps, rotationally invariant estimators and financial applications | |
| EO0704: M.A. Gieco, L. Forzani, C. Tolmasky | |
| Likelihood ratio test for partial sphericity in high and ultra-high dimensions | |
| EO1302: C. Qian | |
| Spatial weight matrix estimation and financial applications | |
| EC1482: B. Poignard | |
| Asymptotic theory of the sparse group lasso |
| Session EO457 | Room: 002 |
| Recent advances in high-dimensional inference and testing | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Zuofeng Shang | Organizer: Xianyang Zhang |
| EO0383: Y. Xia | |
| Two-Sample tests for high-dimensional linear regression with an application to detecting interactions | |
| EO0396: J. Li, P.-S. Zhong | |
| Temporal homogeneity detection of high-dimensional means | |
| EO1293: M. Kolar | |
| Exploring complex systems using semi-parametric graphical models | |
| EO1665: K. Gregory, S. Lahiri | |
| Inference in high-dimensional linear models with the bootstrap |
| Session EO465 | Room: 205 |
| Advances in causal inference | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Jason Roy | Organizer: Jason Roy |
| EO0528: A. Sjolander | |
| Confounding, mediation and colliding in sibling comparison designs | |
| EO0810: M. Daniels, D. Xu | |
| A Bayesian approach for causal inference using electronic health records | |
| EO0774: L. Keele | |
| Recovering experimental benchmarks with multilevel matching algorithms | |
| EO1112: V. Didelez | |
| Causal inference under selection |
| Session EO515 | Room: 006 |
| Time series of networks | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Carsten Jentsch | Organizer: Carsten Jentsch |
| EO0994: H. Crane | |
| Markov process models for time-varying networks | |
| EO1193: K. Yilmaz | |
| Measuring dynamic connectedness with large TVP-VAR models | |
| EO1067: M. Knight, M. Nunes, G. Nason | |
| Network time series modelling | |
| EO1194: C. Jentsch, S.T. Hossain, L. Reichmann | |
| Modeling dynamic networks using high-dimensional binary autoregressive time series processes |
| Session EO593 | Room: 213 |
| Survival analysis | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Thomas Scheike | Organizer: Thomas Scheike |
| EO1052: R. Oller | |
| A general class of nonparametric test statistics for interval-censored data | |
| EO1284: F. Ambrogi, T. Scheike | |
| Penalised competing risks regression | |
| EO1170: R. Betensky, S.H. Chiou, J. Qian | |
| Permutation tests for general dependent truncation |
| Session EO618 | Room: 201 |
| Modern methods in the analysis of brain imaging data | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Jeff Goldsmith | Organizer: Ana-Maria Staicu |
| EO0388: N. Lazar | |
| Topological data analysis for functional neuroimaging | |
| EO1034: E. Erhardt, R. Warnick, M. Guindani, E. Allen, V. Calhoun, M. Vannucci | |
| A Bayesian approach for estimating dynamic functional connectivity networks in fMRI data | |
| EO1234: M. Guindani, M. Vannucci | |
| A spatio-temporal nonparametric Bayesian model of multi-subject fMRI data | |
| EO1402: D. Telesca | |
| Inferring brain signals synchronicity from a sample of EEG readings |
| Session EO652 | Room: 207 |
| Adversarial risk analysis | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Jacinto Martin Jimenez | Organizer: Jacinto Martin Jimenez |
| EO0751: C.J. Perez Sanchez, K. Reder, M.A. Vega-Rodriguez, M. Florke, J. Alcamo | |
| An artificial bee colony-based optimization approach to design a water quality monitoring network in a river system | |
| EO0820: A. Mateos Caballero, E. Vicente, A. Jimenez-Martin | |
| Social network analysis for fraud detection using complicity functions | |
| EO1209: I. Serra | |
| Model for management risk of burglaries | |
| EO0912: J. Martin Jimenez, L. Naranjo Albarran, F.J. Acero Diaz, J.A. Garcia Garcia | |
| A Bayesian hierarchical model for extreme rainfall in Extremadura |
| Session EO712 | Room: 007 |
| Bayesian semi-and nonparametric modelling II | Sunday, 11 December 2016 08:40 - 10:20 |
| Chair: Matteo Ruggiero | Organizer: Antonio Lijoi, Matteo Ruggiero, Li Ma |
| EO0206: S. Filippi, C. Holmes, L.E. Nieto-Barajas | |
| Bayesian nonparametric approaches to quantifying dependence between random variables | |
| EO1123: V. Rao | |
| Bayesian nonparametric regression on manifolds | |
| EO0199: F. Leisen, L. Rossini, L. Dalla Valle | |
| Bayesian nonparametric conditional copula estimation of twin data | |
| EO0910: G. Kon Kam King, J. Arbel, I. Pruenster | |
| A Bayesian nonparametric approach to ecological risk assessment |
| Parallel session M: CMStatistics | Sunday, 11 December 2016 | 10:50 - 12:05 |
| Session EO027 | Room: 211 |
| Recent advances in failure time data analysis | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Jianguo Sun | Organizer: Jianguo Sun |
| Session EO105 | Room: 214 |
| Recent development in design of experiments | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Chang-Yun Lin | Organizer: Chang-Yun Lin |
| Session EO109 | Room: 203 |
| Some new development in functional data analysis | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Kehui Chen | Organizer: Catherine Chunling Liu |
| EO0405: J. Yang, C. Liu, T. Zhang | |
| Testing equality of surface mean functions in longitudinal functional data | |
| EO0362: C.T. Ng | |
| Functional data analysis using factor model with Toeplitz error structure | |
| EO1527: Y. Cheng, J.Q. Shi, J. Eyre | |
| Nonlinear mixed-effects scalar-on-function models and variable selection for kinematic upper limb movement data |
| Session EO127 | Room: 002 |
| Combining statistics and imprecision | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Ana Belen Ramos-Guajardo | Organizer: Ana Belen Ramos-Guajardo, Angela Blanco |
| EO1268: L. Borrajo, R. Cao | |
| Nonparametric inference about the mean for big-but-biased data | |
| EO1086: P. Grzegorzewski, M. Spiewak | |
| Nonparametric tests for interval-valued data | |
| EC1094: A. Kolacz, P. Grzegorzewski | |
| Computing maximum variance for interval uncertainty |
| Session EO137 | Room: 006 |
| Health economics | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Michael Talias | Organizer: Michael Talias |
| EO1347: V. Vitale, C. Conigliani, T. Petitti | |
| Bayesian networks for the analysis of inpatient admissions | |
| EO1603: M. Talias, K. Kounetas | |
| Modelling unmeasured heterogeneity on different health systems using a Bayesian metafrontier framework | |
| EO1359: P. Zervopoulos | |
| Efficiency measurement of healthcare units: A Bayesian DEA approach |
| Session EO141 | Room: 204 |
| Robust high-dimensional/functional data analysis | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Stefan Van Aelst | Organizer: Stefan Van Aelst |
| EO0741: W. Van den Bossche, M. Hubert, P. Rousseeuw | |
| Robust PCA in the presence of outlying cells | |
| EO0651: J. Raymaekers, M. Hubert, P. Rousseeuw | |
| Finding outliers in image data and video | |
| EO1445: I. Hoffmann, P. Filzmoser, C. Croux | |
| Robust and sparse classification by the optimal scoring approach |
| Session EO165 | Room: 205 |
| Topological data analysis | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Pedro Teran | Organizer: Jose E Chacon, Pedro Teran |
| EO1547: F. Chazal | |
| Subsampling methods for persistent homology | |
| EO1607: S. Mukherjee, O. Bobrowski, J. Taylor | |
| Topological consistency via kernel estimation |
| Session EO193 | Room: 206 |
| Statistics in ecology | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Eva Cantoni | Organizer: Eva Cantoni |
| EO0803: R. King | |
| Efficient model-fitting via a semi-complete data likelihood approach | |
| EO1161: W. Aeberhard, J. Mills Flemming, C. Field, E. Cantoni, X. Xu | |
| Robust fitting of state-space models for reliable fish stock assessment | |
| EO1125: J. Mills Flemming | |
| Modelling animal movement with state-space models |
| Session EO461 | Room: 215 |
| Matrix methods in multivariate models | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Katarzyna Filipiak | Organizer: Katarzyna Filipiak |
| EO0722: M. Fonseca, M. Singull | |
| Inference for the growth curve model with orthogonal covariance structure | |
| EO1222: D. Klein, M. Singull | |
| Mean testing under orthogonal covariance structure | |
| EO0783: D. von Rosen | |
| Using matrix derivatives in influential analysis |
| Session EO537 | Room: 212 |
| Multiple testing and simultaneous inference procedures | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Frank Konietschke | Organizer: Frank Konietschke |
| EO0509: M. Umlauft, F. Konietschke, M. Pauly | |
| Wild bootstraping rank-based procedures: Factorial designs and multiple testing | |
| EO0791: K. Noguchi | |
| Visualization of simultaneous statistical inference through the non-overlapping confidence intervals | |
| EO1198: A. Bathke | |
| Detecting global and local signals using multivariate and multiple inference |
| Session EO549 | Room: 209 |
| High dimensional data analysis | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Zuofeng Shang | Organizer: Pengsheng Ji |
| EO0772: H. Alawieh, N. Wicker, C. Biernacki | |
| Projection under pairwise distance control | |
| EO0885: I. Tecuapetla-Gomez | |
| Difference-based estimators of (autoco)variance in nonparametric models with a discontinuous signal | |
| EO1712: M. Maathuis | |
| High-dimensional consistency in score-based and hybrid structure learning |
| Session EO563 | Room: 207 |
| Recent advances in nonparametric and semiparametric inference | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Zheyu Wang | Organizer: Xinyuan Song |
| EO0222: H. Lin | |
| A semiparametrically efficient estimator of the time-varying effects for survival data with time-dependent treatment | |
| EO0342: O.A. LXY, Y. Wei | |
| Nonparametric Bayesian learning of heterogeneous dynamic transcription factor networks | |
| EO1353: X. Wang, X. Feng, X. Song | |
| Structural equation models with mixed continuous and partially ordered data |
| Session EO614 | Room: 208 |
| Recent advances in statistical analysis of human brain data | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Tingting Zhang | Organizer: Tingting Zhang |
| Session EO616 | Room: 201 |
| Challenges in analysis of complex biomedical data | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Ronglai Shen | Organizer: Sijian Wang |
| EO1717: Y. Li | |
| A hierarchical hidden Markov random field model for peak calling across multiple Hi-C datasets | |
| EO1718: Q. Long, E.J. Min, Y. Hu | |
| Integrative omics analyses using tensor decomposition and regularization | |
| EO1720: R. Shen | |
| Integrating omics data for cancer prognostic assessment |
| EO1243: J. Rodriguez-Avi, M.J. Olmo-Jimenez, F.J. Ariza-Lopez | |
| An alternative approach to spatial regression for count data: An application to Sierra Magina | |
| EO1278: V. Alba-Fernandez, F.J. Ariza-Lopez | |
| On the use of $\phi$-divergences for controlling spatial point patterns | |
| EC1340: F. Rueda-Valdivia, J.F. Reinoso-Gordo, A. Diaz-Castro | |
| Uncertainty assessment in soil erosion risk maps |
| Session EO698 | Room: 007 |
| Recent advances in sequential Monte Carlo and related methods | Sunday, 11 December 2016 10:50 - 12:05 |
| Chair: Carles Breto | Organizer: Carles Breto |
| EO1233: L. Murray | |
| Anytime Monte Carlo | |
| EO0548: S. Rubenthaler, V.B. Bui | |
| Stability of the optimal filter in continuous time: Beyond the Benes filter |
| Parallel session O: CMStatistics | Sunday, 11 December 2016 | 14:30 - 15:50 |
| Session EC658 | Room: 201 |
| Contributions in Bayesian methods | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Michael Daniels | Organizer: CMStatistics |
| EC1575: X. Loizeau, J. Johannes | |
| A Bayesian interpretation of data-driven estimation by model selection | |
| EC0924: P. Dawid, M. Musio | |
| The use of homogeneous scoring rules in Bayesian model selection | |
| EC1426: X. Shen | |
| Comparison of parametric and semi-parametric binary response models | |
| EC1716: C. Ausin, P. Galeano, S. Wilson | |
| Approximate Bayesian computation methods for phase-type distributions |
| Session EC664 | Room: 206 |
| Contributions in robust methods | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Ana Maria Bianco | Organizer: CMStatistics |
| EC1562: J. Kim, H.-S. Oh | |
| A unified framework of robust PCA: Use of robust unit approach | |
| EC1459: R. Da-ano, E. Barrios, J.R. Lansangan | |
| Robust inference in a heteroskedastic multilevel model with structural change | |
| EC1608: B. Surucu, D. Egemen | |
| A new robust quality control chart | |
| EC1524: A. Balter, A. Pelsser | |
| Size on sets of indistinguishable models |
| Session EG004 | Room: 217 |
| Contributions in empirical statistics and simulations | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Helle Sorensen | Organizer: CMStatistics |
| EC1346: M. Alvarez Hernandez, A. Martin Andres, I. Herranz Tejedor | |
| Asymptotic inferences for the odds ratio under the double binomial model | |
| EC1669: I. Gomes, F.O. Figueiredo, M. Amitava | |
| Control charts for monitoring the parameters of a logistic distribution | |
| EC1585: E. Mathiesen | |
| Using latent Dirichlet allocation on a large commercial scale | |
| EC1605: M. Brilhante, D. Pestana, M. Rocha | |
| Random growth rate and carrying capacity in Verhulst population dynamics |
| Session EG008 | Room: 202 |
| Contributions in model selection in high dimensions | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Christophe Biernacki | Organizer: CMStatistics |
| EC1202: R. Tissier, J. Houwing-Duistermaat, M. Rodriguez Girondo | |
| Incorporating pathway information for prediction in omic applications | |
| EC1307: C. Silvestre, M. G M S Cardoso, M. Figueiredo | |
| Model selection in discrete clustering: The EM-MML algorithm | |
| EC1632: T. Gueuning, G. Claeskens | |
| A focused information criterion for high-dimensional data | |
| EC1672: P. Pokarowski | |
| Greedy variable selection on the Lasso solution grid |
| Session EG018 | Room: 214 |
| Contributions in generalized linear models and beyond | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Peter Song | Organizer: CMStatistics |
| EC1610: P. Paoullis, A. Colubi, E.J. Kontoghiorghes | |
| On the estimation of the vector generalized linear model | |
| EC1266: H. Mourino, C. Iack | |
| Generalized linear mixed models for binary responses: An application to resignation from the Brazilian Army | |
| EC1354: E. Spiegel, F. Sobotka, T. Kneib | |
| Generalized additive models with flexible link function | |
| EC1406: A. Khan, C. OKeefe | |
| Balancing disclosure risk with utility for generalized linear model output in a remote analysis system |
| Session EG038 | Room: 204 |
| Contributions in statistical software | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Cristian Gatu | Organizer: CMStatistics |
| EC1511: A.C. Cebrian, J. Abaurrea, J. Asin | |
| IndTestPP: An R package for testing independence between point processes in time | |
| EC1738: C. Gatu, G.-E. Pascaru, E.J. Kontoghiorghes | |
| A controlled error approximate algorithm for regression model selection. A comparison with related packages in R | |
| EC1582: J. Lazaro, M. Mateo-Abad, A. Urkaregi, I. Barrio, I. Arostegui | |
| Zscore an R package for MCA based score development | |
| EC1676: C. Mollica, L. Tardella | |
| EPLMIX: Extended Plackett-Luce models for modeling and clustering ranking data in R |
| Session EG052 | Room: 203 |
| Contributions on functional data analysis I | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Donatello Telesca | Organizer: CMStatistics |
| EC1298: J. Alvarez-Liebana, M.D. Ruiz-Medina | |
| Asymptotic properties of a componentwise ARH(1) plug-in predictor: Comparative case study | |
| EC1503: M.P. Frias Bustamante, A. Torres, M.D. Ruiz-Medina | |
| Functional estimation of log-Gaussian Cox process for prediction of risk maps in disease mapping | |
| EC1554: S. Hadjiantoni, A. Colubi, E.J. Kontoghiorghes | |
| Recursive strategies in functional data analysis | |
| EC1550: L. Reichmann, M. Birke, C. Jentsch | |
| Conditional density estimation of categorical data given functional regressors |
| Session EG098 | Room: 213 |
| Contributions in quantile regression | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Juan Carlos Escanciano | Organizer: CMStatistics |
| EC1653: M. Conde-Amboage, V. Patilea, C. Sanchez-Sellero | |
| A new lack-of-fit test for quantile regression models using logistic regression | |
| EC1200: P. Stolfi, L. Petrella | |
| The method of simulated quantiles for regression parameters estimation. | |
| EC1409: T. Dimitriadis, S. Bayer | |
| A joint (value-at-risk, expected shortfall) regression framework with financial applications | |
| EC0437: J. Huang | |
| Least angle quantile lasso regression |
| Session EG250 | Room: 212 |
| Contributions in copula modeling and its applications | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Paul Janssen | Organizer: CMStatistics |
| EC1458: M. Prieto-Alaiz, A. Perez Espartero | |
| Measuring dependence between dimensions of welfare using multivariate copula-based coefficients | |
| EC1630: M. Nai Ruscone | |
| Mixture D-vine model based approach to clustering three-way data | |
| EC1590: E. Sofikitou, M. Koutras | |
| A bivariate semiparametric chart based on the number of observations lying between the control limits |
| Session EG602 | Room: 205 |
| Contributions in nonparametric estimation | Sunday, 11 December 2016 14:30 - 15:50 |
| Chair: Byeong Park | Organizer: CMStatistics |
| EC0322: S. Bouzebda | |
| Strong approximations for a class of integrated empirical processes withapplications to statistical tests | |
| EC1549: K. Han, B. Park | |
| Smooth backfitting in errors-in-variables additive models | |
| EC1644: D. Bagkavos, P. Patil | |
| Comparison of mean integrated squared errors of parametric and nonparametric estimates | |
| EC1442: S. Gugushvili | |
| Non-parametric Bayesian estimation of the diffusion coefficient |
| Parallel session P: CMStatistics | Sunday, 11 December 2016 | 16:20 - 18:00 |
| EI1412: M. Deisenroth | |
| Data-efficient machine learning for autonomous robots | |
| EI1735: T. Schon | |
| Inference in probabilistic graphical models using sequential Monte Carlo | |
| EI1743: I. Titov | |
| Inducing meaning representations from text with little or no supervision |
| Session EO245 | Room: 006 |
| Analysis of satellite imagery | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Armin Schwartzman | Organizer: Armin Schwartzman |
| EC1703: W. Qunming, P. Atkinson, W. Shi | |
| Creating daily, fine spatial resolution Sentinel-2 time-series | |
| EO1730: G. Camps-Valls | |
| Monitoring vegetation from space with Gaussian processes and latent force models | |
| EO1732: E. Carfagna | |
| Geospatial data in support of agricultural and agri-environmental statistics, advantages and warnings | |
| EO1723: A. Schwartzman, J. Usset, A. Maity, A.-M. Staicu | |
| Glacier terminus estimation from Landsat image intensity profiles |
| Session EO455 | Room: 215 |
| Survival analysis and longitudinal data analysis | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Peng Zhang | Organizer: Hongyuan Cao |
| EO0693: T. Honda, R. Yabe | |
| Variable selection and structure identification for varying coefficient Cox models | |
| EO1211: C.-Y. Huang, J. Qin, H.-T. Tsai | |
| Efficient estimation of the Cox model with auxiliary subgroup survival information | |
| EO1216: P. Zhang | |
| Utilizing high-throughput imaging analysis to predict survival in adrenocortical carcinoma patients | |
| EO1766: Y. Goldberg, M. Gorfine, Y. Ritov | |
| A quantile regression model for failure time data with time dependent covariates |
| Session EO459 | Room: 002 |
| Statistics of multivariate and spatial extremes | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Andrea Krajina | Organizer: Andrea Krajina |
| EO0835: U. Can, J. Einmahl | |
| Asymptotically distribution-free goodness-of-fit testing for tail copulas | |
| EO0832: R. Huser, C. Dombry, M. Genton, M. Ribatet | |
| Full likelihood inference for max-stable data | |
| EO1139: A. Krajina, J. Einmahl, L. de Haan | |
| Estimation of extreme bivariate quantiles and extreme quantiles for functional data |
| Session EO714 | Room: 007 |
| Bayesian semi-and nonparametric modelling III | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Raffaele Argiento | Organizer: Li Ma, Antonio Lijoi, Matteo Ruggiero |
| EO0970: J. Miller | |
| Non-standard approaches to nonparametric Bayes | |
| EO1022: S. Williamson | |
| Nonparametric network models for link prediction | |
| EO1134: T. Broderick, D. Cai, T. Campbell | |
| Edge-exchangeable graphs, sparsity, and power laws | |
| EO0483: P. Jenkins, V. Perrone, D. Spano, Y.W. Teh | |
| Time-dependent feature allocation models via Poisson Random Fields |
| Session EC656 | Room: 206 |
| Contributions in computational and numerical methods in statistics | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Jean Jacod | Organizer: CMStatistics |
| EC1427: S. Sadeghi | |
| Probability forecasts for serving competing renewal processes for resource allocation | |
| EC1728: J.-J. Jeon | |
| Primal path algorithm for compositional data analysis | |
| EC1592: B. Veliyev, M. Podolskij, N. Yoshida | |
| Edgeworth expansion for Euler approximation of continuous diffusion processes | |
| EC1437: B. Martin-Barragan, L. Ling, F.J. Prieto | |
| Speeding up parameter tuning for multi-class Classification: A Partial parametric path algorithm | |
| EC1536: V. Witkovsky | |
| On numerical inversion of the empirical characteristic function and its applications |
| Session EC657 | Room: 213 |
| Contributions in applied statistics | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Gil Gonzalez-Rodriguez | Organizer: CMStatistics |
| EC1066: P. Fowler, X. de Luna, P. Johansson, P. Ornstein, S. Bill, P. Bengtsson | |
| Proxy variables in a matching analysis of data from the Swedish social insurance agency | |
| EC1493: J.C. Garcia-Diaz, O. Trull | |
| Forecasting Spanish electricity demand: Calendar modelling, using discrete intervals mobile seasonalities | |
| EC1677: V. Batagelj, A. Ferligoj | |
| Symbolic network analysis of bike sharing data | |
| EC1670: T. Shimamura, Y. Matsui, S. Miyano | |
| Identifying biological modulators using local energy statistics | |
| EC1084: K. Mahmood | |
| Using current and lagged explanatory variables to forecast the water discharge of the Mohawk river |
| Session EC659 | Room: 214 |
| Contributions in semi- and non-parametric statistics | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Noel Veraverbeke | Organizer: CMStatistics |
| EC1421: M. Alabdulhadi, F. Coolen, T. Coolen-Maturi | |
| Nonparametric predictive inference for diagnostic test thresholds | |
| EC1413: M. Ditzhaus, A. Janssen | |
| The power of tests for signal detection in high-dimensional data | |
| EC0300: S. Sperlich, S. Ranjbar | |
| Semiparametrics: A typical misspecification in life-satisfaction studies | |
| EC0723: N. Veraverbeke, P. Janssen, J. Swanepoel | |
| Copula-based estimation of conditional densities and hazard rate functions |
| Session EC661 | Room: 201 |
| Contributions in statistical modelling | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Inmaculada Barranco-Chamorro | Organizer: CMStatistics |
| EC1451: S. Noreen, Q. Long | |
| The covariate balancing generalized propensity score for continuous treatment regimes in the presence of censoring | |
| EC1598: T.T.H. Pham | |
| Estimation of random coefficient models with fixed effects | |
| EC1753: M. Lee | |
| On the choice of time scales in competing risks predictions | |
| EC1393: P. Wijayatunga | |
| Balancing scores in causal diagrams and causal estimates for different data contexts |
| Session EC662 | Room: 204 |
| Contributions in methodological statistics | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Ricardo Cao | Organizer: CMStatistics |
| EC0176: I. Okorie, S. Nadarajah | |
| Factorial, raw and central moments | |
| EC1497: A. Freitas, S. Escudeiro, V. Afreixo | |
| Intervalar location of Wald-type confidence intervals for a linear combination of binomial proportions | |
| EC1357: I. Barbeito, R. Cao | |
| New approaches for bootstrap bandwidth selection in density estimation under dependence | |
| EC1422: G. Rivas, M.D. Jimenez-Gamero | |
| A two-sample test for the error distribution in nonparametric regression | |
| EC1270: P. Montero-Manso, J. Vilar | |
| A new multivariate two-sample test based on distributions of interpoint distances |
| Session EC665 | Room: 202 |
| Contributions in time series analysis | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Holger Drees | Organizer: CMStatistics |
| EC0754: B. Holcblat, S. Gronneberg | |
| Limit theorems for residuals from VARMAX models with potentially serially correlated errors | |
| EC1400: L. Lenart | |
| The sufficient conditions for the consistency of generalized resampling schemes | |
| EC1671: C. Drago | |
| Time series anomaly detection with patterns and structural breaks identification: A constrained clustering approach | |
| EC0265: V. Pilipauskaite, R. Leipus, A. Philippe, D. Surgailis | |
| Nonparametric estimation of the distribution of the autoregressive coefficient from panel random-coefficient AR(1) data | |
| EC1617: T. Hasegawa, K. Kojima, Y. Kawai, M. Nagasaki | |
| Time-series filtering for replicated observations via a kernel approximate Bayesian computation |
| Session EG462 | Room: 217 |
| Contributions in matrix methods and multivariate analysis | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Dietrich von Rosen | Organizer: CMStatistics |
| EC1080: K. Filipiak, D. Klein, M. Singull | |
| Approximation of a covariance matrix by Kronecker product of compound symmetric matrix and arbitrary matrix | |
| EC1602: H. Abe, H. Yadohisa | |
| Orthogonal nonnegative matrix factorization based on the Tweedie family | |
| EC1620: S. Kuriki, T. Shirai, K.D. Trinh | |
| Testing dimensionality of multivariate variance components | |
| EC1384: P. Mozharovskyi, J. Josse, F. Husson | |
| Multivariate imputation by data depth | |
| EC1454: O. Vencalek, O. Pokotylo | |
| Advances in depth-based classification |
| Session EG639 | Room: 205 |
| Contributions in clustering | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Marco Riani | Organizer: CMStatistics |
| EC1467: Q. Pan, Y. Zhao, C. Du | |
| Logistic regression augmented community detection with application in identifying autism-related gene pathways | |
| EC1364: M. G M S Cardoso | |
| Paired indices for clustering evaluation: A typology | |
| EC1375: V. Vandewalle | |
| Simultaneous dimension reduction and multi-objective clustering using probabilistic factorial discriminant analysis | |
| EC1609: T. Ortner, C. Breiteneder, S. Brodinova, P. Filzmoser, M. Zaharieva | |
| Guided projections for analysising the structure of high dimensional data | |
| EC1639: Y. Matsui, S. Miyano, T. Shimamura | |
| Clustering cancer evolutionary trees |
| Session EG674 | Room: 203 |
| Contributions on functional data analysis II | Sunday, 11 December 2016 16:20 - 18:00 |
| Chair: Antonio Cuevas | Organizer: CMStatistics |
| EC1552: P. Zeng | |
| Registration and classification for the X-ray image data | |
| EC1711: H. Wagner, M. Grith, A. Kneip, W. Haerdle | |
| Functional principal component analysis for derivatives of multivariate curves | |
| EC1435: R. Talska, A. Menafoglio, K. Hron, E. Fiserova, J. Machalova | |
| Functional regression analysis with compositional response | |
| EC1376: D. Gaigall, M. Ditzhaus | |
| A consistent goodness-of-fit test in separable Hilbert spaces with applications to high dimensional data | |
| EC1719: M. Garcia Barzana, A. Colubi, G. Gonzalez-Rodriguez | |
| On a regression model with constraints in Hilbert spaces |