PROGRAMME ERCIM 2014
KEYNOTE TALKS
PARALLEL SESSIONS
| Parallel session B: | Saturday 06.12.2014 | 10:30 - 12:35 |
| Session ES19 | Room: N1 |
| Dependence models and copulas: Theory I | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Fabrizio Durante |
Organizer: Fabrizio Durante |
| E476: I. Gijbels | |
| Estimation of a conditional copula under various settings | |
| E540: W. Trutschnig | |
| Some remarks on singular components of copulas | |
| E1090: E. Di Bernardino, D. Rulliere | |
| On tail dependence coeffcients of transformed multivariate Archimedean copulas | |
| E246: I. Kojadinovic, A. Buecher, J. Quessy, T. Rohmer, J. Segers | |
| Two nonparametric tests of copula constancy in multivariate time series | |
| E243: G. Marra, R. Radice, M. Wojtys | |
| Copula regression spline models for binary outcomes |
| Session ES27 | Room: A1 |
| Outliers and extremes in time series | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Roland Fried |
Organizer: Roland Fried |
| E1133: C. Klueppelberg | |
| Recent developments of the COGARCH model | |
| E104: S. Fischer, R. Fried, M. Wendler | |
| A robust estimator of the tail index under short range dependence | |
| E818: M. Wornowizki | |
| Nonparametric two-sample tests based on divergences with special attention to extreme values | |
| E1236: B. Spangl, S. Desmettre, D. Pupashenko, P. Ruckdeschel | |
| Statistical models for dynamics in extreme value processes | |
| E716: A. Mayo-Iscar, L. Garcia-Escudero, A. Gordaliza, C. Matran-Bea | |
| TCLUST: Robust clustering based on trimming and restrictions |
| Session ES35 | Room: B1 |
| Threshold selection in statistics of extremes | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Ivette Gomes |
Organizer: Ivette Gomes |
| E259: M. Neves, I. Gomes, F. Figueiredo, D. Prata Gomes | |
| Computer intensive procedures in threshold selection | |
| E542: J. Picek | |
| Selection of regression quantile threshold | |
| E600: C. Scarrott, A. Akbar | |
| Extreme value mixture modelling | |
| E741: M. Brito, A. Moreira Freitas | |
| Threshold selection and tail least squares type estimators | |
| E778: J. Beirlant, I. Fraga Alves, I. Gomes, M. Meerschaert | |
| Extreme value analysis for truncated and non-truncated Pareto-type distributions |
| Session ES48 | Room: D1 |
| Handling nuisance parameters: Advances towards optimal inference | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Ioannis Kosmidis |
Organizer: Ioannis Kosmidis |
| E027: K. Jochmans | |
| Profile-score adjustments for incidental-parameter problems | |
| E028: M. Weidner, M. Arellano | |
| Incidental parameter bias in panel quantile regressions | |
| E067: N. Sartori | |
| Accurate likelihood inference with many nuisance parameters | |
| E074: R. Bellio | |
| Bias corrected parametric bootstrap | |
| E604: I. Kosmidis | |
| Effects of bias on inference in the presence of nuisance parameters: case studies and questions |
| Session ES63 | Room: L1 |
| Mixture models for modern applications I | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Geoff McLachlan |
Organizer: Geoff McLachlan |
| E763: A. Montanari, D. Calo, F. Bellini, R. Nania | |
| A mixture model for the measurement of resonance production in heavy-ion collisions | |
| E193: T. Lin, G. McLachlan, S. Lee | |
| Extending mixtures of factor models using the restricted multivariate skew-normal distribution | |
| E494: F. Chamroukhi | |
| Model-based cluster and discriminant analysis for functional data | |
| E621: L. Anderlucci, C. Viroli | |
| Modeling multivariate longitudinal data in the presence of unobserved heterogeneity | |
| E1114: C. Keribin, Y. Liu, Y. Rozenholc | |
| Statistical quantification of genomic tumoral alterations with a mixture model |
| Session ES67 | Room: C1 |
| Small area estimation | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Domingo Morales |
Organizer: Domingo Morales |
| E194: T. Goicoa, M. Ugarte, J. Exteberria, A. F. Militino | |
| Small area models for estimating temporal mortality trends by age and region | |
| E515: E. Fabrizi, M. Ferrante, C. Trivisano | |
| A multivariate model for the estimation of poverty gap in small areas | |
| E652: D. Morales, Y. Marhuenda, I. Molina, J. Rao | |
| The empirical best predictor in the two-fold nested error regression model | |
| E673: M. Pratesi, F. Giannotti, C. Giusti, S. Marchetti, D. Pedreschi | |
| The use of Big Data as covariates in area level small area models | |
| E676: M. Lombardia, M. Boubeta, D. Morales | |
| Small area estimation of poverty proportions under Poisson mixed models |
| E265: E. Remy, S. Mercier, L. Bordes, E. Dautreme | |
| A stochastic process for partial degradation data | |
| E316: F. Spizzichino | |
| Some probabilistic and statistical aspects of time-homogeneous load-sharing models | |
| E618: A. Adekpedjou, W. De Mel, G. Zamba | |
| Chi-square test based on random cells with recurrent events | |
| E667: V. Couallier, K. Claudio, Y. Le Gat, J. Saracco | |
| A multistate semi-Markov model with panel data for degradation analysis and water loss prediction of a water supply network | |
| E1263: A. Franco-Pereira, M. Pardo | |
| A test statistic for assessing a diagnostic marker |
| Session ES80 | Room: M1 |
| Advances in spatial functional data analysis | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Elvira Romano |
Organizer: Elvira Romano |
| E637: L. Raket, B. Markussen | |
| Simultaneous modeling of phase and amplitude variation in functional data on high-dimensional domains | |
| E654: S. Gattone | |
| Smoothing based clustering for functional data | |
| E529: T. Di Battista, F. Maturo, F. Fortuna | |
| Spatial functional data analysis for biodiversity | |
| E955: C. Rohrbeck | |
| An approach for using monotonic regression in discrete spatial statistics | |
| E852: E. Romano, J. Mateu, C. Diaz Avalos | |
| Geographically weighted regression model for functional data spatially dependent |
| Session ES94 | Room: I1 |
| Statistics with actuarial/economic applications | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Tim Verdonck |
Organizer: Tim Verdonck |
| E466: M. Bergamelli | |
| Robust estimation of real exchange rate process half-life | |
| E485: T. Reynkens, M. Hubert, T. Verdonck, E. Schmitt | |
| Sparse PCA for high-dimensional data with outliers | |
| E692: F. Palacios Rodriguez, E. Di Bernardino, J. Fernandez-Ponce, M. Rodriguez-Grinolo | |
| A new multivariate approach to Value-at-Risk measures | |
| E619: D. Linders, W. Schoutens | |
| Basket option pricing and implied correlation in a Levy copula model | |
| E824: V. Asimit | |
| Detecting the asymptotic dependence and independence via measures of association |
| Session ES99 | Room: E1 |
| Methods for semiparametric analysis of complex survival data | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Liming Xiang |
Organizer: Liming Xiang |
| E761: S. Chiou, G. Xu | |
| Rank-based inference for semiparametric accelerated failure time model under length-biased sampling | |
| E768: B. Li, Y. Chen, W. Wang | |
| Marginal inference of recurrent events under competing risks | |
| E1084: I. Ha, J. Jeong , Y. Lee | |
| Frailty modelling approaches for semi-competing risks data via H-likelihood | |
| E1109: V. Patilea, W. Li | |
| A dimension reduction approach for conditional Kaplan-Meier estimators | |
| E664: L. Xiang, S. Wang | |
| Penalized empirical likelihood for sparse additive hazards regression with diverging number of covariates |
| Session ES122 | Room: G1 |
| Advances in latent variables | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Paola Zuccolotto |
Organizer: Paola Zuccolotto |
| E323: T. Rusch, P. Mair, K. Hornik | |
| Scaling for structure with STOPS | |
| E605: M. Maier, T. Rusch, P. Mair | |
| Measuring change on latent variables using linear logistic models | |
| E462: M. Iannario | |
| A unified proposal for modelling ordinal data | |
| E679: S. Giordano, R. Colombi | |
| A multivariate CUB model | |
| E1010: M. Meulders, J. Vermunt | |
| Accounting for attribute non-attendance in the analysis of discrete choice experiments |
| Session ES39 | Room: Q1 |
| Bayesian semi- and nonparametric modelling I | Saturday 06.12.2014 10:30 - 12:35 |
| Chair: Matteo Ruggiero |
Organizer: Antonio Lijoi |
| E636: A. Guglielmi, R. Argiento | |
| Bayesian principal curve clustering by NGG-mixture models | |
| E311: M. Guindani, B. Nipoti, A. Jara | |
| Bayesian nonparametric modeling of clustered survival data | |
| E425: J. Arbel, I. Prunster | |
| Moment-constrained Ferguson-Klass algorithm | |
| E434: J. Soriano, L. Ma | |
| Comparison of mixture models through locally tied stick-breaking processes | |
| E711: S. Montagna, T. Johnson, T. Nichols | |
| Functional Bayesian point process model for neuroimaging meta-analysis data |
| Parallel session E: | Saturday 06.12.2014 | 14:35 - 16:15 |
| Session ESI01 - Invited | Room: A1 |
| Robustness against elementwise contamination | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Peter Rousseeuw |
Organizer: Peter Rousseeuw |
| E682: A. Alfons, V. Ollerer, C. Croux | |
| A first step towards robust regression under elementwise contamination | |
| E832: A. Leung, R. Zamar | |
| Three-step robust regression for handling cell-wise and case-wise contamination | |
| E856: S. Van Aelst, R. Zamar, F. Zhang | |
| Robust least angle regression with categorical variables |
| Session ES07 | Room: H1 |
| Statistical methods for dependent sequences | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Henryk Zaehle |
Organizer: Eric Beutner |
| E209: J. Bardet, C. Tudor | |
| Asymptotic behavior of the Whittle estimator for the increments of a Rosenblatt process | |
| E742: E. Beutner, H. Zahle | |
| New methods for statistical functionals - with applications to weakly dependent sequences and long-memory processes | |
| E428: J. Buchsteiner | |
| Asymptotics of plug-in estimators under long-range dependence | |
| E846: Z. Zhou | |
| Inference of weighted V-statistics for non-stationary time series and its applications |
| Session ES14 | Room: E1 |
| Sufficiency and data reductions in regression | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Efstathia Bura |
Organizer: Efstathia Bura |
| E258: Y. Ma, L. Zhu | |
| Semiparametric approach to dimension reduction | |
| E264: K. Lee, B. Li, F. Chiaromonte | |
| A general theory for nonlinear sufficient dimension reduction: formulation and estimation | |
| E319: F. Chiaromonte, Y. Liu | |
| Exploiting structure to reduce and integrate high dimensional, under sampled ``omics'' data | |
| E844: A. Yao | |
| Sufficient dimension reduction in functional regression |
| Session ES20 | Room: P1 |
| Change-point analysis | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Serguei Dachian |
Organizer: Serguei Dachian |
| E252: E. Gombay, A. Hussein, F. Li | |
| Change detection for time series following generalized linear models | |
| E267: P. Bertrand | |
| Fast change point analysis with applications to physiological series | |
| E404: Z. Praskova | |
| Resampling methods in change point analysis | |
| E397: S. Dachian | |
| On limiting likelihood ratio processes encountered in statistical inference on the change-point location parameter |
| Session ES41 | Room: B1 |
| Robust estimation in extreme value theory | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Armelle Guillou |
Organizer: Armelle Guillou |
| E024: D. Dupuis | |
| Robust conditional variance and value-at-risk estimation | |
| E049: R. Molinari, S. Guerrier, M. Victoria-Feser, S. Orso | |
| Bounded-influence robust estimation of copulas | |
| E185: D. Vanpaemel, M. Hubert, G. Dierckx | |
| Detecting influential data points for the Hill estimator in Pareto-type distributions | |
| E920: D. Schell, J. Beran, M. Stehlik | |
| On the harmonic moment tail index estimator |
| Session ES50 | Room: G1 |
| Directional statistics | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Thomas Verdebout |
Organizer: Thomas Verdebout |
| E335: C. Ley, E. Garcia-Portugues, D. Paindaveine, T. Verdebout | |
| Improved kernel density estimation for directional data under rotational symmetry | |
| E461: E. Garcia-Portugues, R. Crujeiras, I. Van Keilegom, W. Gonzalez-Manteiga | |
| Bandwidth selection in nonparametric directional regression | |
| E641: C. Rueda, M. Fernandez, S. Barragan | |
| Two proposals for circular order aggregation | |
| E892: M. Oliveira, R. Crujeiras, A. Rodriguez-Casal | |
| CircSiZer for the assessment of significant features in nonparametric circular curve estimates |
| Session ES60 | Room: D1 |
| Simultaneous equation models controlling for unobserved confounding | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Giampierro Marra |
Organizer: Giampierro Marra |
| E344: M. McGovern, T. Barnighausen, G. Marra, R. Radice | |
| On the assumption of joint normality in selection models: A flexible copula based approach for estimating HIV prevalence | |
| E083: K. Wyszynski, G. Marra | |
| Semi-parametric copula sample selection models for count response | |
| E451: M. Wojtys, G. Marra | |
| Asymptotics of penalized spline estimators in generalized sample selection model | |
| E181: G. Galimberti, G. Marra, G. Soffritti | |
| Semiparametric bivariate regression with non-gaussian dependent errors |
| Session ES65 | Room: L1 |
| Goodness-of-fit tests | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Simos Meintanis |
Organizer: Simos Meintanis |
| E321: J. Allison, S. Meintanis, L. Santana | |
| GoF tests for semi- and parametric hypotheses based on the probability weighted empirical characteristic function | |
| E455: O. Thas, T. Suesse, J. Rayner | |
| Goodness-of-fit tests for finite mixture distributions | |
| E516: E. Taufer, S. Meintanis, J. Ngatchou-Wandji | |
| Goodness-of-fit tests for multivariate stable distributions based on the empirical characteristic function | |
| E301: S. Meintanis, J. Swanepoel, N. Uskakov | |
| Inference procedures for discrete-valued time series |
| Session ES92 | Room: F1 |
| Cure models and competing risks in survival analysis | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Anouar El Ghouch |
Organizer: Ingrid Van Keilegom |
| E417: M. Jacome Pumar, A. Lopez Cheda, R. Cao | |
| Mixture cure models: a completely nonparametric approach | |
| E950: C. Heuchenne, A. Beretta, P. Wilson | |
| Cox proportional hazard cure models with time-varying covariates | |
| E1022: S. Scolas, A. El Ghouch, C. Legrand | |
| Variable selection in a flexible parametric mixture cure model with interval-censored data | |
| E1259: J. Dauxois, S. Jomhoori, F. Yousefzadeh | |
| Testing an ``exponential delay time model'' against a ``random sign censoring model'' in reliability |
| Session ES101 | Room: M1 |
| Functional regression models and applications | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Ana M. Aguilera |
Organizer: Ana M. Aguilera |
| E205: J. Goldsmith, V. Zipunnikov, J. Schrack | |
| Generalized multilevel function-on-scalar regression and principal component analysis | |
| E383: M. Aguilera-Morillo, M. Durban, A. Aguilera | |
| P-spline smoothing for functional data with spatial dependence | |
| E535: W. Gonzalez-Manteiga, J. Cuesta-Albertos, E. Garcia-Portugues, M. Febrero-Bande | |
| Goodness-of-fit tests for the functional linear model based on random projections | |
| E541: M. McLean, F. Scheipl, G. Hooker, S. Greven, D. Ruppert | |
| Bayesian hierarchical additive models for sparse functional data |
| Session ES129 | Room: I1 |
| Statistical methods and applications | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Luisa Cutillo |
Organizer: Luisa Cutillo |
| E523: L. Cutillo, A. Carissimo, V. Belcastro, C. Angelini | |
| Analysis of positively correlated counts by using a hierarchical Gamma Poisson model | |
| E549: A. Luliano, A. Occhipinti, C. Angelini, I. De Feis, P. Lio | |
| Pathways identification in cancer survival analysis by network-based Cox models | |
| E427: A. Carissimo, L. Cutillo, I. De Feis | |
| Validation of community robustness | |
| E704: M. Carfora, L. Cutillo, A. Orlando | |
| Analysis of two-way functional data: an application to the comparison of mortality ratio models |
| Session ES77 | Room: O1 |
| Contributions to classification and clustering | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Agustin Mayo-Iscar |
Organizer: ERCIM 2014 |
| E061: K. Ducinskas, L. Dreiziene | |
| Multiclass classification of Gaussian spatial data based on pairwise discriminant functions | |
| E1210: O. Dalmau, T. Alarcon, G. Gonzales | |
| Kernel multilogit algorithm for multiclass classification | |
| E536: B. Lafuente, J. Vilar | |
| A fuzzy clustering for time series based on quantile autocovariances | |
| E1135: M. Ferraro, M. Vichi | |
| Fuzzy double k-means clustering for simultaneous classification of objects and variables |
| Session ES29 | Room: N1 |
| Dependence models and copulas: Theory II | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Wolfgang Trutschnig |
Organizer: Fabrizio Durante |
| E232: A. Palestini, M. Bernardi | |
| Assignment of risk in a cost cooperative game induced by a modified Expected Shortfall | |
| E906: E. de Amo | |
| Characterization of copulas with given diagonal and opposite diagonal sections | |
| E972: N. Kamnitui, T. Santiwipanon, S. Sumetkijakan | |
| New measure of dependence from conditional variance | |
| E1185: X. Dou, S. Kuriki, G. Lin, D. Richards | |
| A class of B-spline copulas: dependence structure and estimation |
| Session ES45 | Room: Q1 |
| Bayesian semi- and nonparametric modelling II | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: Antonio Lijoi |
Organizer: Antonio Lijoi |
| E079: L. Nieto-Barajas, A. Contreras-Cristan | |
| A Bayesian nonparametric approach for time series clustering | |
| E087: S. Wade, Z. Ghahramani | |
| Bayesian feature allocation estimation | |
| E221: I. Antoniano-Villalobos, M. Nazarov, S. Petrone | |
| A nonparametric latent distance model for dynamic relational networks | |
| E202: M. Zhou, O. Madrid-Padilla, J. Scott | |
| Priors for random count matrices derived from a family of negative binomial processes |
| Session ES06 | Room: C1 |
| Big data analysis: Penalty, pretest and shrinkage estimation I | Saturday 06.12.2014 14:35 - 16:15 |
| Chair: S. Ejaz Ahmed |
Organizer: S. Ejaz Ahmed |
| E367: Y. Feng, P. Basu, J. Lv | |
| Model selection in high-dimensional misspecified models | |
| E342: V. Lyubchich, Y. Gel | |
| A local ANOVA-type nonparametric test for trend synchronism in multiple time series | |
| E625: A. Hussein, K. Tomanelli, S. Nkurunziza | |
| Shrinkage estimation in an additive survival model | |
| E895: J. Rao, J. Jiang, T. Ngyuen | |
| Fence methods for gene set selection in microarray studies |
| Parallel session F: | Saturday 06.12.2014 | 16:45 - 18:00 |
| Session ES03 | Room: I1 |
| Statistical modelling with R | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Andreas Alfons |
Organizer: Andreas Alfons |
| E876: M. Templ, B. Meindl | |
| Methods and tools for the simulation of synthetic populations | |
| E912: V. Oellerer, C. Croux | |
| Sparse precision matrix estimation under elementwise contamination | |
| E968: I. Wilms, C. Croux | |
| Robust sparse canonical correlation analysis |
| Session ES13 | Room: B1 |
| High-dimensional causal inference | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Marloes Maathuis |
Organizer: Peter Buehlmann |
| E275: A. Hauser | |
| Efficient score-based estimation of causal models by greedy search | |
| E845: J. Peters, P. Buhlmann, J. Mooij | |
| How good is my graph estimate? | |
| E1052: A. Shojaie | |
| Estimation of directed acyclic graphs from partial orderings |
| Session ES33 | Room: L1 |
| Statistical methods in high dimensions | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Francesco Giordano |
Organizer: Francesco Giordano |
| E674: G. De Luca, P. Zuccolotto | |
| An extremes-based double clustering procedure for financial returns | |
| E563: M. Restaino, A. Amendola, F. Giordano, M. Parrella | |
| Relevant covariates in high dimensional regression: the case of business failure | |
| E633: F. Giordano, S. Lahiri, M. Parrella | |
| A multiple testing procedure in high dimensional nonparametric regression based on empirical likelihood |
| Session ES36 | Room: M1 |
| Statistics in functional and Hilbert spaces | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Gil Gonzalez-Rodriguez |
Organizer: Gil Gonzalez-Rodriguez |
| E346: E. Bongiorno, A. Goia | |
| A clustering method for functional data | |
| E396: A. Godichon | |
| Efficient recursive estimation of the geometric median in Hilbert spaces: new results | |
| E886: C. Preda, G. Saporta | |
| PLS regression for multivariate functional data |
| Session ES38 | Room: E1 |
| Inference based on the Lorenz and Gini index of inequality | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Francesca Greselin |
Organizer: Francesca Greselin |
| E330: R. Zitikis, D. Qoyyimi | |
| Gini and Lorenz in action: measuring the lack of increasingness in functions with applications in education and beyond | |
| E543: A. Vernizzi, M. Monti, E. Raffinetti, E. Siletti | |
| Decomposition of family incomes by income sources, geographical areas and the issue of negative income values | |
| E825: C. Gigliarano, S. Figini, P. Muliere | |
| Assessment and comparison of survival models using concentration indices |
| Session ES53 | Room: Q1 |
| Bayesian semi and nonparametric estimation in copula models | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Brunero Liseo |
Organizer: Brunero Liseo |
| E438: L. Ma | |
| Scalable Bayesian model averaging through local information propagation | |
| E379: L. Dalla Valle, C. Czado | |
| Bayesian model selection of high-dimensional vine copulas | |
| E597: A. Parisi, B. Liseo | |
| Adaptive importance sampling methods for the multivariate skew-Student distribution and skew-t copula |
| Session ES58 | Room: D1 |
| Heuristic optimization and economic modelling | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Peter Winker |
Organizer: Dietmar Maringer |
| E702: D. Blueschke, I. Savin | |
| No such thing like perfect hammer: comparing different objective function specifications for optimal control | |
| E934: B. Al-sarray | |
| Simulating particle swarm optimization for estimating likelihood function of ARMA(1,1) model | |
| E973: M. van der Schans | |
| A heuristic for completing covariance and correlation matrices |
| Session ES78 | Room: G1 |
| Directed and undirected graph models | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Annie Qu |
Organizer: Annie Qu |
| E467: X. Chen, M. Xu, W. Wu | |
| Second-order inference for high-dimensional time series | |
| E870: A. Qu, J. Wang, X. Shen, Y. Sun | |
| Classification with unstructured predictors with an application to sentiment analysis | |
| E967: J. Harezlak, M. Kundu | |
| Regression trees for longitudinal data (LongCART) and their application in the biomarker neuroimaging study |
| Session ES97 | Room: P1 |
| Change-points in time series I | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Daniel Vogel |
Organizer: Daniel Vogel |
| E520: H. Dehling, M. Wendler, R. Fried | |
| Robust change-point tests for time series | |
| E489: M. Huskova, S. Hudecova, S. Meintanis | |
| Structural changes in time series of counts | |
| E617: A. Aue, R. Cheung, T. Lee, M. Zhong | |
| Piecewise quantile autoregressive modeling for non-stationary time series |
| Session ES103 | Room: N1 |
| Tail dependence and marginals with heavy tails | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Fabio Spizzichino |
Organizer: Fabio Spizzichino |
| E745: M. Bernardi | |
| Portfolio optimisation under switching dependence | |
| E834: F. Durante | |
| Singular copulas and tail dependence | |
| E807: G. Torrisi | |
| Large deviations of the interference in wireless communication models |
| Session ES106 | Room: A1 |
| Robust clustering with mixtures | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Antonio Punzo |
Organizer: Antonio Punzo |
| E843: F. Forbes, D. Wraith | |
| Robust mixture modelling using skewed multivariate distributions with variable amounts of tailweight | |
| E1213: B. Francis, F. Pennoni, S. Pandolfi, F. Bartolucci | |
| Robust latent class analysis through outlier detection and modelling | |
| E943: S. Chretien | |
| Estimation of Gaussian mixture models via mixted nuclear/$\ell_\infty$/$\ell_1$-norm penalization |
| Session ES116 | Room: H1 |
| Intelligent data analysis for high dimensional systems | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Debora Slanzi |
Organizer: Irene Poli |
| E643: P. Brown, M. Ridout | |
| Screening designs for factors with many levels in drug discovery | |
| E689: M. Borrotti, L. Sartore, D. Slanzi | |
| Intelligent control system model-based optimisation for energy saving | |
| E703: D. De March, I. Poli | |
| A multi-objective procedure for designing optimal static daylighting devices |
| Session ES125 | Room: F1 |
| Missing covariate information in survival analysis | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Thomas Scheike |
Organizer: Thomas Scheike |
| E062: T. Martinussen, T. Scheike, K. Holst | |
| How to deal with missing covariate data in survival analysis | |
| E314: L. Qi, Y. He, R. Chen, Y. Wang, X. Yang | |
| A comparison of multiple imputation via chained equations and general location model for AFT models with missing covariates | |
| E339: F. Ambrogi | |
| Competing risks regression with missing data in the prognostic factors |
| Session ES127 | Room: C1 |
| Biostatistics, epidemiology and twin studies | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Ayse Ulgen |
Organizer: Ayse Ulgen |
| E302: S. Moeller, T. Scheike, K. Holst, J. Hjelmborg | |
| Event and event-free concordance in twin studies | |
| E1270: F. Van Lishout, F. Gadaleta, J. Moore, L. Wehenkel, K. Van Steen | |
| gammaMAXT: a fast multiple-testing correction algorithm | |
| E1272: A. Ulgen, L. Cantas, E. Iacovides, F. van der Meulen | |
| High quality seawater in Cyprus: a fecal contamination survey |
| Session ES153 | Room: O1 |
| Multivariate statistics I | Saturday 06.12.2014 16:45 - 18:00 |
| Chair: Christian Hennig |
Organizer: ERCIM 2014 |
| E1127: K. Hirose, M. Yamamoto | |
| Estimation of factor correlation in penalized likelihood factor analysis | |
| E1132: P. Groenen | |
| Global optimization of squared distance multidimensional scaling through the nuclear norm penalty | |
| E116: N. Trendafilov | |
| Common principal components estimation: A dynamical system approach |
| Parallel session I: | Sunday 07.12.2014 | 08:45 - 10:25 |
| Session ESI03 - Invited | Room: Sala Convegni |
| Time series modeling and computation | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Roland Fried |
Organizer: TSMC Track |
| E210: L. Horvath, G. Rice | |
| Testing for independence between functional time series | |
| E861: R. Dahlhaus, J. Neddermeyer | |
| Cointegration and phase synchronization: bridging two theories | |
| E1073: A. Garcia-Ferrer, M. Bujosa, P. Poncela | |
| Outliers detection in unobserved dynamic harmonic regression models |
| E154: M. Mandel, B. Vakulenko-Lagun | |
| The illness death model under left truncated and right censored data | |
| E186: J. de Una-Alvarez, L. Meira-Machado | |
| Nonparametric estimation of transition probabilities in the non-Markov illness-death model: a comparative study | |
| E705: L. Azarang, T. Scheike, J. De Una-Alvarez | |
| Direct modeling of regression effects for transition probabilities in the progressive illness-death model | |
| E706: M. Rodriguez Girondo, J. de Una-Alvarez | |
| Methods for testing the Markov condition in the illness-death model: a comparative study |
| Session ES26 | Room: O1 |
| Advances in cluster analysis | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: M. Brigida Ferraro |
Organizer: M. Brigida Ferraro |
| E333: F. Palumbo, A. Iodice D'Enza, M. van de Velden | |
| Factor clustering and visualization for categorical data | |
| E436: C. Hennig | |
| Flexible parametric bootstrap for testing homogeneity against clustering and assessing the number of clusters | |
| E737: P. Murray, R. Browne, P. McNicholas | |
| Mixtures of hidden truncation hyperbolic distributions | |
| E553: B. Franczak, C. Tortora, R. Browne, P. McNicholas | |
| Mixtures of skewed distributions with hypercube contours |
| Session ES31 | Room: I1 |
| Applications in engineering and economics | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Carolina Garcia-Martos |
Organizer: Carolina Garcia-Martos |
| E534: J. Mira-McWilliams, C. Gonzalez, I. Juarez | |
| Variable importance assessment and prediction using regression trees: Application to electricity markets | |
| E661: P. Munoz | |
| Volatility transmission between European Energy markets and CO2 prices | |
| E765: E. Caro, B. Martin-Sierra, C. Garcia-Martos, J. Morales Gonzalez | |
| Optimal trading for wind power producers under uncertainty, using bootstraping techniques | |
| E854: C. Garcia-Martos, C. Gonzalez-Fernandez, J. Mira-McWilliams | |
| Extracting common trends from scram rates of nuclear power plants using Dynamic Factor Analysis |
| Session ES32 | Room: G1 |
| Directional statistics | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Toshihiro Abe |
Organizer: Toshihiro Abe |
| E779: G. Peccati | |
| Limit theorems on the spherical Poisson space | |
| E375: D. Marinucci, C. Durastanti, G. Peccati | |
| Normal approximations for wavelet coefficients on spherical Poisson fields | |
| E780: C. Durastanti, S. Bourguin, D. Marinucci, G. Peccati | |
| Gaussian approximations for nonlinear statistics on spherical Poisson spaces | |
| E595: G. Fay, C. Lacour, T. Pham Ngoc | |
| Isotropy and homogeneity test on the sphere |
| Session ES46 | Room: E1 |
| Generalized additive models for location, scale and shape | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Thomas Kneib |
Organizer: Thomas Kneib |
| E1223: S. Lang | |
| Bayesian structured additive distributional regression | |
| E415: A. Mayr, M. Schmid | |
| Boosting beyond the mean and permutation tests | |
| E297: N. Klein, H. Herwartz, T. Kneib | |
| Geoadditive stochastic frontier analysis - a distributional approach | |
| E1075: T. Kneib, N. Klein | |
| Simultaneous inference in structured additive conditional copula regression models |
| Session ES49 | Room: B1 |
| Statistical inference in high dimensions | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Soumendra Lahiri |
Organizer: Soumendra Lahiri |
| E199: K. Gregory, S. Lahiri, V. Baladandayuthapani | |
| False discovery rate control for serially dependent test statistics | |
| E1159: S. Sahoo, S. Lahiri | |
| Boxplot and clustering using minimum volume ellipsoid | |
| E1206: M. Caner, A. Kock | |
| De-sparsified conservative lasso: uniform confidence regions for high dimensional models | |
| E769: S. Lahiri, A. Chatterjee, S. Gupta | |
| On the residual empirical process based on the ALASSO in high dimensions and its functional oracle property |
| Session ES54 | Room: N1 |
| What is new in modeling and design of experiments | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Raul Martin-Martin |
Organizer: Jesus Lopez-Fidalgo |
| E262: J. Moler, A. Galbete, F. Plo | |
| Randomization tests in response-adaptive designs | |
| E161: V. Dragalin | |
| Optimal design of experiments for dose-ranging studies based on joint continuous and binary endpoint | |
| E032: D. Wiens | |
| Robust model-based sampling designs | |
| E109: C. Tommasi, J. Lopez-Fidalgo, R. Martin-Martin | |
| Max-min optimal discriminating designs for several statistical models |
| Session ES56 | Room: A1 |
| Robust statistical modeling | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Marco Riani |
Organizer: Alfio Marazzi |
| E217: L. Ventura, N. Sartori, E. Ruli | |
| Approximate Bayesian computation with robust estimating equations | |
| E340: M. Avella Medina, E. Ronchetti | |
| On robust generalized linear models with a diverging number of parameters | |
| E388: D. Perrotta, A. Atkinson, A. Cerioli, M. Riani | |
| Monitoring robust regression | |
| E809: L. Greco, A. Farcomeni | |
| A plug-in approach to sparse and robust Principal Component Analysis |
| Session ES69 | Room: M1 |
| Analysis of complex functional data | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Hans-George Mueller |
Organizer: Hans-George Mueller |
| E475: J. Chiou, Y. Chen, Y. Chen | |
| Detecting changes in mean functions for a functional data sequence | |
| E671: T. Krivobokova, S. Huckemann, F. Rehfeldt | |
| Growth dynamics of adult stem cells | |
| E1125: A. Arribas-Gil, J. Romo | |
| Two dimensional representation of functional data for outlier detection | |
| E522: A. Pini, K. Abramowicz, S. Sjostedt de Luna, L. Schelin, J. Strandberg, S. Vantini | |
| A domain-selective functional ANCOVA for the study of knee movement |
| Session ES75 | Room: C1 |
| Recent advances in genetic association studies | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Taesung Park |
Organizer: Taesung Park |
| E184: F. Frommlet, B. Bodenstorfer, M. Bogdan | |
| MOSGWA, a new software tool for model selection in GWAS | |
| E687: K. Van Steen, K. Bessonov, R. Fouladi | |
| Methodological aspects in integromics | |
| E709: Y. Yoo, S. Bull, S. Kim, L. Sun | |
| Multi-bin multi-marker method for genome-wide association analysis using clusters of SNPs in linkage disequilibrium | |
| E805: S. Lee, M. Kwon, Y. Kim, T. Park | |
| A comparative study on multifactor dimensionality reduction methods for the survival phenotype for detecting gene-gene interaction |
| Session ES96 | Room: D1 |
| Social network data analysis | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Maria Prosperina Vitale |
Organizer: Maria Prosperina Vitale |
| E608: A. Ferligoj, L. Kronegger, F. Mali, T. Snijders, P. Doreian | |
| Scientific collaboration dynamics in a national scientific system | |
| E651: V. Batagelj, S. Praprotnik | |
| Ianus - a program for temporal network analysis based on calculus of temporal quantities | |
| E713: D. De Stefano, G. Menardi | |
| A density-based framework for clustering relational data | |
| E730: M. Vitale, P. Doreian, M. La Rocca, G. Porzio | |
| Resampling regression models in the presence of network effects |
| Session ES108 | Room: Q1 |
| Bayesian nonparametric and robustness | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Judith Rousseau |
Organizer: Judith Rousseau |
| E351: H. Rue | |
| Robustifying model components: the choice of priors | |
| E584: E. Vernet | |
| Asymptotics for Bayesian nonparametric hidden Markov models with finite state space | |
| E800: X. He, Y. Yang | |
| Bayesian empirical likelihood for quantile regression | |
| E828: C. Holmes | |
| Robustness of statistical decisions to model approximation |
| Session ES114 | Room: H1 |
| Latent variables and feedback in graphical Markov models | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Giovanni Marchetti |
Organizer: Mathias Drton |
| E694: E. Stanghellini | |
| On identifiability of causal effects in Bayesian networks | |
| E750: J. Mooij, D. Janzing, B. Scholkopf | |
| How structural equation models can arise from dynamical systems | |
| E784: M. Maathuis | |
| High-dimensional causal inference with latent variables | |
| E812: M. Eichler | |
| Trek separation and latent variable models for multivariate time series |
| Session ES121 | Room: P1 |
| Stochastic models for population dynamics | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Manuel Mota |
Organizer: Manuel Molina |
| E082: M. Molina, S. Ma, Y. Xing | |
| Stochastic modeling through two-sex branching processes in a random environment | |
| E326: O. Hyrien, S. Peslak, N. Yanev, J. Palis | |
| Stochastic modeling of stress erythropoiesis using a two-type age-dependent branching process with immigration | |
| E382: M. Mota, M. Gonzalez | |
| Simulation study of X-inactivation in heterozygous females through branching processes | |
| E797: M. Serra, S. Sagitov | |
| Skeletons of near-critical Bienayme-Galton-Watson processes |
| Session ES126 | Room: L1 |
| Resampling tests | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Arnold Janssen |
Organizer: Arnold Janssen |
| E039: F. Pesarin, L. Salmaso | |
| Permutation tests for equivalence and noninferiority | |
| E125: A. Janssen | |
| A survey about permutation methods for randomly censored survival data | |
| E166: D. Dobler, M. Pauly | |
| A data-dependent multiplier bootstrap applied to transition probability matrices of inhomogeneous Markov processes | |
| E594: J. Romano, E. Chung | |
| Permutation and randomization tests of parameters |
| Session EP02 | Room: First floor Hall |
| Poster session I | Sunday 07.12.2014 08:45 - 10:25 |
| Chair: Francisco de Asis Torres-Ruiz |
Organizer: ERCIM 2014 |
| E353: J. Linares-Perez, R. Caballero-Aguila, A. Hermoso-Carazo | |
| Recursive filtering in sensor networks with random packet dropouts and random delays in the measurements | |
| E355: A. Hermoso-Carazo, R. Caballero-Aguila, J. Linares-Perez | |
| Estimation using measured outputs with random parameter matrices and one-step correlated random delays | |
| E460: A. Moghimbeigi, A. Maghsoudi, M. Saidijam , A. Soltanian | |
| Robust zero-inflated Poisson regression model for quantitative trait loci mapping | |
| E670: B. Dadashova, B. Arena-Ramirez, J. Mira-McWilliams, F. Aparicio | |
| Bayesian model selection methodology for road safety | |
| E880: A. Martinez-Rodriguez, A. Conde-Sanchez, M. Olmo-Jimenez, J. Rodriguez-Avi, A. Saez-Castillo | |
| Regression models for zero-truncated count data | |
| E939: J. Cheng, N. Chan | |
| Sample size issue of the Particle Monte Carlo EM algorithm | |
| E992: A. Sezer, B. Yazici, E. Ozkip | |
| Pairwise comparisons of 3 normal population means by the Bonferroni correction factor | |
| E1053: M. Garcia-Ligero, A. Hermoso-Carazo, J. Linares-Perez | |
| Estimation in stochastic systems with packet dropouts and cross-correlated measurement noises | |
| E1085: F. Torres-Ruiz, P. Roman-Roman | |
| Estimating the parameters of the Richards diffusion process via metaheuristic procedures | |
| E556: L. Grassetti, G. Zaccomer | |
| Spatial shift-share analysis using modified AMOEBA procedure |
| Parallel session J: | Sunday 07.12.2014 | 10:55 - 13:00 |
| Session ES04 | Room: O1 |
| Classification and discriminant procedures for dependent data | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Jose A. Vilar |
Organizer: Andres M. Alonso |
| E098: M. Garcia-Magarinos, J. Vilar | |
| A new dissimilarity-based approach to cluster categorical time series | |
| E207: M. Corduas | |
| Long memory time series classification by the AR metric | |
| E226: E. Otranto, R. Gargano | |
| Clustering financial assets in presence of a dominant market | |
| E228: R. Pappada, F. Durante, N. Torelli | |
| Clustering of time series via non-parametric tail dependence estimation | |
| E583: A. Justel, M. Svarc | |
| Sequential clustering procedure for functional data |
| Session ES05 | Room: H1 |
| Advances in spatio-temporal analysis | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Tatiyana Apanasovich |
Organizer: Tatiyana Apanasovich |
| E272: M. Frias Bustamante, M. Ruiz-Medina | |
| Spatiotemporal estimation of long-range dependence ocean surface temperature maps | |
| E482: X. Liu, S. Guillas, M. Lai | |
| Spatial modelling with bivariate splines via SPDE for Gaussian fields | |
| E794: R. Furrer | |
| An asymptotic framework for multivariate tapering | |
| E131: A. Majumdar | |
| Bayesian modeling of skewed spatial distributions |
| Session ES09 | Room: E1 |
| Statistical inference for nonregular models | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Natalia Bochkina |
Organizer: Natalia Bochkina |
| E395: M. Jirak, A. Meister, M. Reiss | |
| Adaptive function estimation in nonparametric regression with one-sided errors | |
| E063: M. Reiss | |
| Efficient estimation of functionals in one-sided nonparametric models | |
| E332: B. Knapik, B. Kleijn | |
| Efficiency in irregular models: semiparametric posterior limits | |
| E501: T. Saegusa, J. Wellner | |
| Non-regular general semiparametric models under two-phase sampling | |
| E487: N. Bochkina, P. Green | |
| The Bernstein-von Mises theorem and misspecified nonregular models |
| Session ES11 | Room: F1 |
| Modeling dependence for multivariate time to events data | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Roel Braekers |
Organizer: Roel Braekers |
| E052: K. Holst | |
| The liability threshold model for censored twin data | |
| E053: T. Scheike | |
| Modelling dependence for bivariate lifetimes | |
| E198: F. Eriksson, T. Scheike | |
| Additive gamma frailty models with applications to competing risks in related individuals | |
| E928: P. Volf | |
| On identification of a parametric competing risk model | |
| E1087: R. Braekers, L. Prenen, L. Duchateau | |
| Using nested Archimedean copula functions to model associations in hierarchically clustered survival data |
| Session ES15 | Room: L1 |
| Model specification tests | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: M. Dolores Jimenez-Gamero |
Organizer: Alejandra Cabana |
| E100: K. Ghoudi, B. Remillard | |
| Tests of randomness for time series | |
| E239: E. Gonzalez-Estrada, J. Villasenor Alva | |
| The Levy characterization and its application in testing for normal distributions | |
| E240: J. Villasenor Alva, E. Gonzalez-Estrada | |
| A non-bootstrap test for gamma distributions | |
| E263: N. Neumeyer, H. Noh, I. Van Keilegom | |
| Testing for validity of a transformation regression model | |
| E358: J. Ngatchou-Wandji, T. Seck Cheikh, L. Gane Samb | |
| Inference in poverty indices: An empirical processes approach |
| Session ES22 | Room: N1 |
| Dependence models and copulas: Theory III | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Fabrizio Durante |
Organizer: Fabrizio Durante |
| E136: G. Puccetti, R. Wang | |
| General extremal dependence concepts | |
| E293: P. Jaworski | |
| Quantile regression from copula perspective | |
| E324: J. Swanepoel, N. Veraverbeke, P. Janssen | |
| Bernstein estimation for a copula derivative with application to conditional distribution and regression functionals | |
| E356: R. Cerqueti, F. Spizzichino | |
| Random times to assets' defaults and comparisons among exotic options | |
| E377: F. Di Lascio, S. Giannerini, A. Reale | |
| A conditional copula-based technique to impute complex dependent data |
| Session ES24 | Room: D1 |
| Component-based multilayer path models | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Cristian Preda |
Organizer: Vincenzo Esposito Vinzi |
| E230: P. Kroonenberg | |
| Three-mode analysis of multimode covariance matrices | |
| E877: L. Trinchera, P. Dolce, V. Esposito Vinzi, A. Hero | |
| NIPALS algorithms for Kronecker structured covariance matrices | |
| E650: A. Tenenhaus, L. Le Brusquet | |
| Regularized generalized canonical correlation analysis extended to three way data | |
| E245: M. Hanafi, Z. El Hadri | |
| New procedure based on alternative least squares for estimating parameters of a recursive path analysis model | |
| E882: P. Dolce, C. Davino, V. Esposito Vinzi | |
| Quantile PLSPM versus classical PLSPM: methods, performances and interpretations |
| Session ES25 | Room: B1 |
| Multivariate extremes | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Michael Falk |
Organizer: Michael Falk |
| E331: J. Wadsworth, J. Tawn, A. Davison, D. Elton | |
| Modelling across extremal dependence classes | |
| E350: C. Dombry, M. Ribatet, S. Stoev | |
| Concurrence probabilities for spatial extremes | |
| E557: S. Engelke, J. Ivanovs, Z. Kabluchko, M. Schlather | |
| Markov particle systems and Levy driven Brown-Resnick processes | |
| E708: M. Zott, M. Falk | |
| On generalized max-linear models in max-stable random fields | |
| E740: J. Nolan, A. Fougeres, C. Mercadier | |
| Computational methods for multivariate extreme value distributions |
| Session ES82 | Room: A1 |
| Robustness in survey sampling | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Anne Ruiz-Gazen |
Organizer: Anne Ruiz-Gazen |
| E278: A. de Moliner, H. Cardot, C. Goga | |
| Robust estimation of a mean electricity curve by sampling | |
| E503: D. Haziza, C. Favre-Martinoz, J. Beaumont | |
| On the external consistency property for domain estimation in the presence of influential units | |
| E611: C. Favre-Martinoz, D. Haziza, N. Tzavidis | |
| Robust inference for GLM and GLMM in finite population | |
| E613: L. Dumitrescu | |
| Robust small area estimation under semi-parametric models | |
| E631: T. Schmid, N. Tzavidis, R. Munnich, R. Chambers | |
| Bias-corrected outlier robust small domain predictors under spatial correlation |
| Session ES83 | Room: M1 |
| Data on manifolds and manifold data | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Laura Sangalli |
Organizer: Laura Sangalli |
| E554: J. Kent | |
| Statistical methods for projective shape analysis | |
| E717: A. Bowman, L. Vittert, S. Katina | |
| Representations and analysis of manifold data | |
| E837: B. Colosimo, E. del Castillo | |
| Geodesic Gaussian processes for the reconstruction of 3D noisy surfaces | |
| E933: K. Kim, I. Dryden, H. Le | |
| Principal nested spheres analysis of molecular dynamics data | |
| E965: A. Srivastava | |
| Metric-based registration and analysis of objects (curves, surfaces, and images) |
| Session ES87 | Room: I1 |
| Data science and theory | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: M. Brigida Ferraro |
Organizer: Roberta Siciliano |
| E841: A. D'Ambrosio, C. Iorio, G. Frasso, R. Siciliano | |
| Fuzzy probabilistic-distance clustering of time and numerical series modeled by penalized spline | |
| E891: M. Cannas, C. Conversano, F. Mola, E. Sironi | |
| A semi-parametric model for clustering hospitals by similarity in patients' outcome: a study of cesarean sections rates in Sardinia | |
| E1138: T. Wilderjans, E. Ceulemans, I. Van Mechelen | |
| Data fusion of heterogeneous data by means of simultaneous matrix/array factorization: overview and challenges | |
| E993: A. Morineau, T. Huynh, R. Marion-Gallois, Y. De Rycke | |
| The statistical swarming method and its validation | |
| E848: R. Biswas | |
| Binary sentiment classification of documents |
| Session ES95 | Room: Q1 |
| Bayesian inference for big data | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Mattias Villani |
Organizer: Mattias Villani |
| E900: M. Quiroz, M. Villani, R. Kohn | |
| Speeding up MCMC by efficient data subsampling | |
| E887: A. Posekany, S. Fruhwirth-Schnatter | |
| Yin Yang sampling | |
| E1028: C. Grazian, C. P. Robert, M. Banterle | |
| Delayed acceptance with prefetching | |
| E1295: R. Kohn | |
| Efficient variational Bayes inference for generalized linear mixed models with large datasets |
| Session ES115 | Room: C1 |
| Electricity load forecasting | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Jean-Michel Poggi |
Organizer: Jean-Michel Poggi |
| E180: Y. Goude, P. Gaillard | |
| Statistical models for electricity load forecasting at different scales | |
| E114: D. Amberti | |
| Control forecasting performance over time: An application of control charts to the energy sector | |
| E138: M. Mougeot, D. Picard, V. Lefieux, L. Teyssier-Maillard | |
| Sparse functional regression for intra day load curve forecasting | |
| E139: J. Cugliari, A. Antoniadis, X. Brossat, J. Poggi | |
| A prediction interval for a function-valued forecast model. Application to electricity load curves | |
| E167: A. Philippe | |
| Construction of an informative hierarchical prior for a small sample with the help of historical data and application |
| Session ES123 | Room: G1 |
| Sparsity and network | Sunday 07.12.2014 10:55 - 13:00 |
| Chair: Gareth Peters |
Organizer: Sofia Olhede |
| E089: Y. Yu, Y. Feng, R. Samworth | |
| Fused community detection | |
| E144: E. Wit, F. Abegaz | |
| Sparse high-dimensional networks | |
| E213: S. Robin, P. Latouche | |
| Bayesian model averaging of stochastic block models to estimate the graphon function | |
| E413: N. Verzelen, E. Arias-Castro | |
| Community detection in sparse random networks | |
| E1218: H. Nagata, H. Shimodaira | |
| Bootstrap method for networks and its properties in random graphs |
| Parallel session K: | Sunday 07.12.2014 | 14:45 - 16:25 |
| Session ESI04 - Invited | Room: Sala Convegni |
| Statistical analysis of event times | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Thomas Scheike |
Organizer: SAET Track |
| E867: Y. Sun, P. Gilbert | |
| Analysis of stratified mark-specific proportional hazards models with missing marks, with an application | |
| E1033: F. Louzada, F. Louzada | |
| Mechanistic survival regression models in the presence of long-term survival | |
| E1304: J. Goeman | |
| Variable selection and deselection in Cox models, with confidence |
| Session ES01 | Room: N1 |
| OODA-Tree structured data objects | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Ana M. Aguilera |
Organizer: Ana M. Aguilera |
| E593: M. Owen, S. Cleary, A. Feragen, D. Vargas | |
| Principal components analysis in tree-space | |
| E422: T. Nye | |
| Brownian motion, bridges and inference in phylogenetic tree space | |
| E507: B. Jain | |
| Learning on graphs | |
| E785: R. Yoshida | |
| kdetrees: nonparametric estimation of phylogenetic tree distributions |
| Session ES08 | Room: I1 |
| Statistics for imprecise-valued data | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Angela Blanco-Fernandez |
Organizer: Angela Blanco-Fernandez |
| E1276: R. Seri | |
| Statistical tests for inclusion/exclusion of Aumann means | |
| E1283: M. Garcia-Barzana, A. Colubi, P. Camblor, J. Quiros | |
| Mediterranean diet: an interval-valued approach | |
| E1285: A. Blanco-Fernandez, A. Ramos-Guajardo | |
| Multi-sample test for the equality of real-valued distributions based on the fuzzy representation | |
| E1155: A. Capotorti, G. Figa-Talamanca | |
| SMART fuzzy weighted averages of fuzzy numbers |
| Session ES28 | Room: C1 |
| Recent advances in statistical genetics | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Florian Frommlet |
Organizer: Florian Frommlet |
| E188: A. Futschik, T. Hotz, A. Munk, H. Sieling | |
| Multiscale DNA partitioning: Statistical evidence for segments | |
| E445: M. Bogdan, F. Frommlet, P. Szulc, H. Tang | |
| Model selection approach for genome wide association studies in admixed populations | |
| E566: D. Speed, M. Johnson, D. Balding | |
| Using mixed model analysis to describe and predict complex traits | |
| E776: T. Park, I. Huh, M. Kwon, W. Yu | |
| Unified gene-gene interaction analysis of multiple phenotypes |
| Session ES40 | Room: H1 |
| New approaches in spatial statistics | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Tatiyana Apanasovich |
Organizer: Serge Guillas |
| E736: J. Mateu, J. Gonzalez, U. Hahn | |
| An ANOVA-type procedure for replicated spatio-temporal point patterns | |
| E788: I. Manolopoulou, S. Guillas, P. Moonen | |
| Flexible modelling of turbulent in-flows using radial basis functions | |
| E820: F. Lindgren | |
| Computational methods for spatially Markovian stochastic PDEs | |
| E1284: L. Sangalli | |
| Modeling space anisotropy and non-stationarity via Partial Differential Equations |
| Session ES42 | Room: P1 |
| Bayesian analysis of graphical models | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Michele Guindani |
Organizer: Michele Guindani |
| E134: M. Scutari, A. Bentley, I. Mackay | |
| Genotype-environment effects analysis using Bayesian networks | |
| E312: Y. Ji | |
| Zodiac: A comprehensive depiction of genetic interactions in cancer by integrating TCGA data | |
| E538: S. Kundu, V. Baladandayuthapani, B. Mallick | |
| Bayesian regularized graphical model estimation in high dimensions | |
| E1266: K. Do, F. Stingo, T. Chekouo, J. Doecke | |
| miRNA-target gene regulatory networks: a Bayesian approach to biomarker selection with application to kidney cancer |
| Session ES44 | Room: L1 |
| Model-based clustering for categorical and mixed-type data | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Antonio Punzo |
Organizer: Salvatore Ingrassia |
| E096: J. Jacques, C. Biernacki | |
| Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm | |
| E177: C. Viroli, S. Cagnone | |
| A multivariate latent variable model for analysing longitudinal mixed data | |
| E770: Y. Tang, R. Browne, P. McNicholas | |
| A partial membership clustering of categorical data | |
| E786: M. Ranalli, R. Rocci | |
| Mixture models for mixed-type data through a pairwise likelihood approach |
| Session ES51 | Room: Q1 |
| Bayesian semi- and nonparametric modelling III | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Li Ma |
Organizer: Antonio Lijoi |
| E775: S. Tokdar | |
| Multivariate regression with additive Gaussian processes and its applications | |
| E216: S. Liverani | |
| Recent advances for profile regression models in the R package PReMiuM | |
| E225: M. Fall | |
| A Bayesian nonparametric approach to reconstruction of dynamic and clinical PET data | |
| E208: A. Canale, D. Dunson | |
| Multiscale Bernstein polynomials for densities |
| Session ES79 | Room: D1 |
| Counting processes | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Paula R. Bouzas |
Organizer: Paula R. Bouzas |
| E146: D. Morina Soler, G. Casanovas, A. Navarro | |
| Multivariate survival models with common baseline risk under event dependence and unknown number of previous episodes | |
| E270: A. Cebrian | |
| Modelling and generating dependent nonhomogenous point processes | |
| E400: N. Ruiz-Fuentes, P. R. Bouzas, C. Montes-Gijon | |
| Self-exciting process with phase-type intensity: simulation and estimation | |
| E528: P. R. Bouzas, N. Ruiz-Fuentes, J. Ruiz-Castro | |
| Forecasting compound Cox processes |
| Session ES90 | Room: A1 |
| Robust and nonparametric methods | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Stefan Van Aelst |
Organizer: Stefan Van Aelst |
| E287: K. Facevicova, K. Hron, M. Templ, V. Todorov | |
| Robust exploratory data analysis of compositional tables | |
| E295: Y. Yang, H. Wang, X. He | |
| Posterior inference in Bayesian quantile regression with asymmetric Laplace likelihood | |
| E454: G. Boente, D. Rodriguez, P. Vena | |
| Robust estimators in a generalized partly linear regression model under mononicity constraints | |
| E1018: W. Van den Bossche, M. Hubert, P. Rousseeuw | |
| Robust estimation of multivariate scatter with fixed center |
| Session ES105 | Room: G1 |
| Flexible models for directional data | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Shogo Kato |
Organizer: Christophe Ley |
| E336: C. Jones | |
| Families of unimodal distributions on the circle | |
| E630: S. Kato, P. McCullagh | |
| Some properties of a family of distributions on the sphere related to the Mobius transformation | |
| E748: T. Verdebout, C. Ley | |
| Skew-rotationally symmetric distributions on hyperspheres and optimal goodness-of-fit tests | |
| E345: T. Abe, C. Ley, A. Koudou | |
| Linear-circular models and their properties |
| Session ES117 | Room: B1 |
| High-dimensional Bayesian modeling | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Jaeyong Lee |
Organizer: Jaeyong Lee |
| E403: B. Clarke, A. Dobra, J. Clarke, C. Valdes | |
| Using a subclass of log-linear models to search for dependencies among bacterial genomes with metagenomic NGS data | |
| E829: F. Liang, B. Li | |
| Prediction and model selection for multi-task learning | |
| E211: M. Kyung, J. Gill, M. Ghosh, G. Casella | |
| Penalized regression, standard errors, and Bayesian lassos | |
| E866: J. Scott, W. Tansey | |
| False discovery rate smoothing |
| Session ES119 | Room: M1 |
| High-dimensional data analysis | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Juan Romo |
Organizer: Juan Romo |
| E634: A. Paganoni, F. Ieva, N. Tarabelloni | |
| Robust statistics for multivariate functional data: depth measures in cardiovascular disease prediction | |
| E656: P. Rousseeuw, M. Hubert, P. Segaert | |
| Classification of multivariate functional data based on depth | |
| E726: S. Dabo, S. Guillas, C. Ternynck | |
| Efficiency in functional nonparametric models with autoregressive errors | |
| E1060: M. Romanazzi | |
| On the cosine of von Mises-Fisher distributions with statistical applications |
| Session ES132 | Room: O1 |
| Computational statistics I | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Sonja Kuhnt |
Organizer: ERCIM 2014 |
| E999: M. Iida, N. Niki | |
| Run-time model for a class of parallel probabilistic statistical computations on graphical processing units | |
| E1019: K. Adachi, N. Trendafilov | |
| Sparse SEM: computational identification of inter-factor relations in confirmatory factor analysis | |
| E1147: M. Ivanov, S. Kuhnt | |
| Parallelized EGO optimization of a sheet metal forming process via block additive Sobol index decomposition | |
| E1170: P. Paoullis, E. Kontoghiorghes | |
| Solving augmented systems using a block-updating generalized QR decomposition |
| Session ES37 | Room: F1 |
| Change-points in time series II | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Daniel Vogel |
Organizer: Daniel Vogel |
| E080: M. Wendler, O. Sharipov, J. Tewes | |
| Nonparametric method for change point detection in functional time series | |
| E416: S. Weber, C. Kirch | |
| Sequential change-point procedures based on estimating functions | |
| E764: S. Schwaar | |
| Change-point test and estimator based on estimation functions | |
| E1151: P. Galeano, D. Wied | |
| Dating multiple change points in the correlation matrix |
| Session ES130 | Room: E1 |
| Non-parametric and semi-parametric methods | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Leopold Simar |
Organizer: Valentin Zelenyuk |
| E288: V. Zelenyuk, B. Park, L. Simar | |
| A nonparametric approach to dynamic discrete choice models | |
| E294: J. Chen, J. Gao | |
| Semiparametric model selection in panel data models with deterministic trending and cross-sectional dependence | |
| E502: C. Parmeter, D. Henderson, L. Su | |
| Nonparametric threshold regression: Estimation and inference | |
| E569: L. Simar, D. Li, V. Zelenyuk | |
| Generalized nonparametric smoothing with mixed discrete and continuous data |
| Session EP01 | Room: First floor Hall |
| Poster session II | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Cristian Gatu |
Organizer: ERCIM 2014 |
| E990: B. Yazici, S. Mankir | |
| Generalized $p$ values in regression analysis | |
| E1040: L. Santana, J. Allison | |
| On a data-dependent choice of the tuning parameter appearing in certain goodness-of-fit tests | |
| E1083: B. Cobo, R. Arnab, M. Rueda, A. Arcos | |
| Resampling methods for randomized response techniques | |
| E1078: M. Martinez, C. Bazzoli, F. Letue | |
| Modelling finger force produced from different tasks using linear mixed models with lme R function | |
| E1072: M. Hainy, W. Mueller, H. Wagner | |
| Likelihood-free simulation-based optimal design with an application to spatial extremes | |
| E1096: I. Oyenuga, B. Oyejola, V. Oni, J. Olajide | |
| Statistical modelling of quarterly record of rainfall distribution in South West Nigeria | |
| E1110: T. Sakata, K. Okusa, H. Sakamoto, Y. Yoshinaga, T. Onishi | |
| Estimation of running distance of top tennis players from video images and its applications | |
| E1247: W. Isaka, K. Okusa, T. Kamakura | |
| Frontal view gait analysis using weighted center of gait silhouette based on the scale registration | |
| E1296: J. Kysely, E. Plavcova | |
| Application of circulation type classification in analysis of links between atmospheric circulation and precipitation | |
| E1309: G. Perdona, H. Souza, F. Louzada, F. Peria | |
| The exponentiated modified Weibull long term hazard model in the context of breast cancer |
| Session EP03 | Room: First floor Hall |
| Poster session III | Sunday 07.12.2014 14:45 - 16:25 |
| Chair: Cristian Gatu |
Organizer: ERCIM 2014 |
| E1134: M. Rivas-Lopez, J. Lopez-Fidalgo, R. Del Campo | |
| D-optimal designs for AFT models with Type I and random censoring | |
| E1144: M. Kampert, J. Meulman | |
| rCOSA: a software package for clustering objects on subsets of attributes | |
| E1146: C. Bazzoli, S. Lambert-Lacroix | |
| A comparison of methods for analysing logistic regression models with both clinical and genomic variables | |
| E1158: J. Martin Jimenez, L. Naranjo, C. Perez, Y. Campos-Roca, A. Rubio | |
| A Bayesian probit regression-based approach to address recording replications in the diagnosis of Parkinson’s disease | |
| E1168: Y. Akimoto, K. Okusa, T. Kamakura | |
| Statistical analysis of human respiration based on complex signals with Doppler radar | |
| E1169: T. Sakumura, Y. Akimoto, K. Okusa, T. Kamakura | |
| Functional data analysis of running data by 3D-motion capture | |
| E1226: C. Scricciolo | |
| Bayesian adaptation | |
| E1190: I. Barranco-Chamorro, J. Moreno-Rebollo, J. Mayor-Gallego, M. Jimenez-Gamero | |
| Influence diagnostics under a model-based approach in survey sampling | |
| E1271: K. Kang, C. Park, Y. Jeon | |
| A nonparametric kernel approach to interval-valued data analysis | |
| E1143: A. Borges, I. Sousa, L. Castro | |
| Longitudinal analysis of tumor markers CA 15-3 and CEA of breast cancer patients from Braga's hospital |
| Parallel session M: | Sunday 07.12.2014 | 16:55 - 19:00 |
| Session ES18 | Room: H1 |
| Statistical methods for spatial epidemiology | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Peter Congdon |
Organizer: Peter Congdon |
| E284: C. DiMaggio | |
| Small-area spatioemporal analysis of pedestrian injuries in New York City 2001-2010 | |
| E371: S. Kuriki, K. Takahashi, H. Hara | |
| Exact calculation of multiplicity-adjusted p-values of scan statistics in spatial epidemiology | |
| E486: Y. MacNab | |
| Data cloning in Bayesian disease mapping | |
| E505: P. Congdon | |
| Geographic variation in population attributable fractions: adjusting for spatial confounding | |
| E731: A. Biggeri, L. Cecconi, D. Catelan | |
| Bayesian geostatistical models for veterinary parasitological surveys under informative sampling | |
| E759: C. Lagazio, D. Catelan, A. Biggeri | |
| Profiling high risk areas in spatial surveillance |
| Session ES23 | Room: N1 |
| Dependence models and copulas: Applications | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Wolfgang Trutschnig |
Organizer: Fabrizio Durante |
| E1277: M. Sordo, A. Suarez-Llorens, A. Bello | |
| Comparison of conditional distributions in portfolios of dependent risks | |
| E366: B. Poignard, J. Fermanian | |
| Dynamic correlation matrices based on vines | |
| E568: E. Foscolo | |
| Impulse response analysis in a nonlinear world | |
| E723: L. Catania, M. Bernardi | |
| Switching GAS Copula models for systemic risk assessment | |
| E231: R. Torres Diaz, R. Lillo, H. Laniado | |
| Directional multivariate Value at Risk and copulas |
| Session ES30 | Room: A1 |
| Advances in robust data analysis | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Luis A. Garcia-Escudero |
Organizer: Luis A. Garcia-Escudero |
| E471: V. Todorov, D. Kepplinger, S. Upadhyaya | |
| Industrial development and well-being of population: Robust regression with compositional data | |
| E514: L. Garcia-Escudero, A. Gordaliza, A. Mayo-Iscar | |
| Parameters selection in robust clustering | |
| E588: A. Bianco, P. Spano | |
| Robust estimation in partially linear errors-in-variables models | |
| E735: M. Riani, L. Garcia-Escudero, A. Gordaliza, A. Mayo-Iscar, A. Cerioli | |
| Finding the number of groups in model-based clustering through the restricted likelihood | |
| E192: A. Garcia-Perez | |
| A Von Mises approximation for the small sample distribution of the asymmetrically trimmed mean. Applications |
| Session ES34 | Room: B1 |
| Regression models for extreme values | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Stephane Girard |
Organizer: Stephane Girard |
| E045: H. Wang, D. Li | |
| Estimation of extreme conditional quantiles through power transformation | |
| E058: K. Knight | |
| Lawson's algorithm and estimation of extreme conditional quantiles | |
| E075: L. Gardes, G. Stupfler | |
| Estimation of the conditional tail index in presence of random covariates | |
| E140: J. Jureckova | |
| Averaged extreme regression quantile | |
| E076: A. Daouia, H. Noh, B. Park | |
| Data envelope fitting with constrained polynomial splines |
| Session ES52 | Room: G1 |
| Recent developments in the design of experiments | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Chang-Yun Lin |
Organizer: Chang-Yun Lin |
| E033: C. Lin | |
| Optimal blocked orthogonal arrays | |
| E292: M. Kao | |
| Recent developments in optimal experimental designs for functional MRI | |
| E468: P. Yang, C. Lin | |
| Response surface methodology using split-plot definitive screening designs | |
| E645: R. Fontana | |
| Algorithms for factorial designs generation | |
| E1035: S. Ghosh | |
| Computational complexity in determining efficient fractional factorial designs in presence of model uncertainty | |
| E1273: W. Li, S. Barone, A. Lombardo, D. Zou | |
| Design and analysis of discrete choice experiments for models with response time |
| Session ES55 | Room: F1 |
| New software developments for competing risks and multi-state models | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Luis Meira-Machado |
Organizer: Luis Meira-Machado |
| E037: T. Gerds | |
| Fitting regression models to interval-censored observations of illness-death models in R | |
| E055: M. Pohar Perme | |
| An overview of multistate modeling with R | |
| E086: H. Reulen | |
| Sparse multistate modelling | |
| E111: L. de Wreede, M. Fiocco, J. Schetelig, H. Putter | |
| The mstate package for non- and semi-parametric multi-state models, applied to a treatment success model | |
| E744: T. Bluhmki, M. Schumacher, H. Stephan, J. Beyersmann, A. Allignol | |
| Application of multistate models in hospital epidemiology: a software perspective |
| Session ES70 | Room: M1 |
| Nonparametric functional data analysis | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Alicia Nieto-Reyes |
Organizer: Alicia Nieto-Reyes |
| E291: H. Mueller, K. Chen , P. Delicado | |
| Modeling repeated functional data, with applications to trajectories of fertility | |
| E389: R. Lillo, D. Valencia, J. Romo | |
| Correlation median for functions | |
| E519: H. Matsui | |
| Selection of variable and classification boundary by functional logistic regression | |
| E665: J. Loubes, H. Lescornel | |
| Registration of distributions with Wasserstein distance | |
| E738: F. Scheipl, J. Gertheiss, S. Greven | |
| Additive mixed models for generalized functional data |
| Session ES76 | Room: D1 |
| Statistical methods for insurance and finance | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Cira Perna |
Organizer: Cira Perna |
| E448: M. Russolillo, G. Giordano, S. Haberman | |
| The three-way Lee-Carter model to detect the leading causes of death | |
| E792: V. Passannante, V. D'Amato, M. Sibillo | |
| Mortality for causes-specific deaths in Mortgage Life Insurance | |
| E793: A. Orlando, E. Di Lorenzo, M. La Rocca, M. Sibillo, C. Perna | |
| Some remarks on predictive accuracy in survival forecasting | |
| E959: I. Gollini, J. Rougier | |
| Rapidly bounding the exceedance probabilities of high aggregate losses | |
| E859: C. Pizzi, M. Corazza | |
| Some critical insights on the unbiased efficient frontier a la Bodnar $\&$ Bodnar |
| Session ES93 | Room: I1 |
| Inference under imprecise knowledge | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Barbara Vantaggi |
Organizer: Barbara Vantaggi |
| E236: E. Somersalo, D. Calvetti, O. Ernst | |
| Estimation of numerical model discrepancy in inverse problems by particle methods | |
| E183: P. Rigo, P. Berti, E. Dreassi | |
| Compatibility of conditional distributions | |
| E562: D. Petturiti, B. Vantaggi | |
| The role of finite additivity in multiple prior Bayesian inference using a 2-mononotone prior capacity | |
| E642: G. Coletti, M. Baioletti, D. Petturiti, V. Poggioni | |
| Similarity measures taking into account the power of interactions among attributes | |
| E368: G. Sanfilippo, N. Pfeifer, A. Gilio | |
| Probabilistic inference and syllogisms |
| Session ES102 | Room: Q1 |
| Bayesian networks in official statistics | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Paola Vicard |
Organizer: Paola Vicard |
| E392: M. Scanu, P. Vicard | |
| Bayesian networks for official statistics purposes: focus on data integration | |
| E282: I. Tsamardinos, S. Triantafillou, L. Vincenzo, A. Roumpelaki | |
| Advances in integrative causal analysis and connections to statistical matching | |
| E577: R. Kenett, L. Dalla Valle | |
| On increasing information quality (InfoQ) by calibration of official statistics | |
| E449: M. Mezzini, D. Marella, P. Vicard | |
| Correcting measurement errors with Bayesian networks when the variables are continuous and discrete | |
| E329: F. Musella, D. Marella, P. Vicard | |
| Bayesian network structural learning for complex survey data |
| Session ES113 | Room: C1 |
| Advances in ordinal and preference data | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Jose Fernando Vera |
Organizer: Antonio D'Ambrosio |
| E128: M. Manisera, P. Zuccolotto | |
| Modelling ``don't know'' responses in rating scales | |
| E249: F. Ricci Tersenghi, P. Contucci, E. Panizzi, A. Sirbu | |
| A new dimension for democracy: egalitarianism in the rank aggregation problem | |
| E318: S. Amodio, A. D'Ambrosio, R. Siciliano | |
| A heuristic algorithm for the consensus ranking problem | |
| E732: J. Vera | |
| A three-way structural equation multidimensional scaling model | |
| E971: A. Piscitelli, A. Morrone | |
| The effects of objective and subjective conjoint vulnerabilities on life satisfaction |
| Session ES120 | Room: P1 |
| Change-point detection, dependence modelling and related issues | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Ivan Kojadinovic |
Organizer: Ivan Kojadinovic |
| E298: D. Vogel, M. Wendler | |
| Change-point tests based on $U$-quantiles | |
| E751: S. Volgushev, X. Shao | |
| From non-sequential to sequential | |
| E677: A. Buecher, J. Segers | |
| Extreme value copula estimation based on block maxima of a multivariate stationary time series | |
| E317: B. Berghaus, A. Buecher | |
| Goodness-of-fit tests for multivariate copulas under strong mixing based on a dependent multiplier bootstrap | |
| E660: O. Lopez, J. Fermanian | |
| A single-index model for conditional copula modeling |
| Session ES124 | Room: E1 |
| Survival and reliability | Sunday 07.12.2014 16:55 - 19:00 |
| Chair: Juan Eloy Ruiz-Castro |
Organizer: Juan Eloy Ruiz-Castro |
| E432: E. Strzalkowska-Kominiak, A. Grane | |
| Goodness-of fit for randomly censored data based on maximum correlation | |
| E612: G. Cortese | |
| Inference based on local likelihoods for regression models of non-proportional hazards and excess hazards | |
| E343: C. Wells | |
| Matrix transformations in the analysis of systems subject to repairable and nonrepairable failures | |
| E827: R. Rollins, A. Marshall, K. Cairns, E. McLoone, S. Chamney | |
| The discrete conditional phase-type model to predict, and plan for, retinopathy of prematurity | |
| E244: J. Ruiz-Castro, M. Zenga | |
| A discrete piecewise multi-state model in survival: application to breast cancer |
| Parallel session N: | Monday 08.12.2014 | 08:45 - 10:05 |
| Session ES145 | Room: O1 |
| Dimensionality reduction and variable selection | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Hannu Oja |
Organizer: ERCIM 2014 |
| E1046: J. Virta, K. Nordhausen, H. Oja | |
| Supervised dimension reduction based on moments | |
| E1086: M. Svarc, R. Fraiman, Y. Gimenez | |
| Seeking relevant information from a statistical model | |
| E1299: J. Brynjarsdottir, M. Berliner | |
| Dimension-reduced modeling of spatio-temporal processes | |
| E952: M. Poncela Blanco, P. Poncela Blanco | |
| Wind power forecast combination through dimension reduction techniques |
| Session ES148 | Room: M1 |
| Discrete statistics | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Wicher Bergsma |
Organizer: ERCIM 2014 |
| E909: K. Bel, R. Paap | |
| A multivariatie model for multinomial choices | |
| E1104: S. Doehler | |
| Some step-up procedures that control the false discovery rate for discrete tests | |
| E1112: I. Castro-Conde, S. Doehler, J. de Una-Alvarez | |
| An SGoF-type multiple test method for discrete data | |
| E1249: A. Sachlas, S. Bersimis | |
| A technique to simultaneously monitor bivariate random variables defined on contingency tables |
| Session ES57 | Room: H1 |
| Recent applications of graphical Markov models | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Nanny Wermuth |
Organizer: Nanny Wermuth |
| E099: J. Hardt | |
| Long term effects of emotional parentification | |
| E306: R. Nemeth, T. Rudas | |
| Discrete graphical models in social mobility research | |
| E575: J. Whittaker | |
| Triangular symmetric elements of the entropy in graphical modelling | |
| E739: F. Mealli, B. Pacini, E. Stanghellini | |
| Identification of principal causal effects using additional outcomes in concentration graphs |
| Session ES151 | Room: N1 |
| Dependence in applied statistics and data analysis | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Concepcion Ausin |
Organizer: ERCIM 2014 |
| E840: C. Tarantola, L. Dalla Valle, M. De Giuli, C. Manelli | |
| Default probability estimation via pair copula constructions | |
| E1029: A. Dartsch, R. Weissbach | |
| Modeling dependencies in clustered binomial data | |
| E1175: C. Ausin, M. Gomez, C. Dominguez | |
| Copula-based models for the analysis of glacier discharge at King George Island, Antarctica | |
| E1208: K. Herrmann, I. Gijbels | |
| Sums of dependent random variables and portfolio selection via copula modeling |
| Session ES68 | Room: F1 |
| Markov processes | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Sebastian Engelke |
Organizer: ERCIM 2014 |
| E957: P. Ramirez Cobo, E. Carrizosa | |
| Maximum likelihood estimation in the two-state Markovian arrival process | |
| E162: L. Machado, A. Araujo, J. Roca-Pardinas | |
| Estimation of the transition probabilities in the illness-death model | |
| E1198: M. Marino, M. Alfo', N. Tzavidis | |
| Modelling unobserved heterogeneity in quantile regression for longitudinal data | |
| E1054: S. Bersimis, A. Sachlas | |
| Monitoring side effects in phase II comparative clinical trials |
| Session ES155 | Room: P1 |
| Multivariate modelling | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Apostolos Batsidis |
Organizer: ERCIM 2014 |
| E911: S. Mazur, T. Bodnar, Y. Okhrin | |
| Distribution of the product of singular Wishart matrix and normal vector | |
| E1248: E. Di Nardo | |
| Taking advantage of a symbolic representation of non-central Wishart distributions | |
| E932: W. Nisar, C. Tudur-Smith, R. Kolamunnage-Dona | |
| Semi-parametric approaches for modelling of time-to-event outcomes | |
| E1111: N. Loperfido, C. Franceschini | |
| Linear transformations to symmetry |
| Session ES84 | Room: Q1 |
| Bayesian methods I | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Pierpaolo De Blasi |
Organizer: ERCIM 2014 |
| E903: S. Fu, G. Corani | |
| Hierarchical Bayesian LASSO for a negative binomial regression | |
| E944: S. van der Pas, B. Kleijn, A. van der Vaart | |
| The horseshoe estimator: posterior concentration around nearly black vectors | |
| E1080: D. Calvetti, E. Somersalo | |
| Bayesian flux balance analysis for a complex model of brain cellular metabolism | |
| E1128: A. Chu, R. Chung, M. So | |
| Bayesian analysis of randomized response data |
| Session ES131 | Room: E1 |
| Methodological statistics I | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Jean-Marc Bardet |
Organizer: ERCIM 2014 |
| E899: D. Bagkavos, P. Patil, A. Wood | |
| Measures of asymmetry based on a necessary/necessary and sufficient conditions for symmetry | |
| E1055: R. Murtas, P. Dawid, M. Musio | |
| Bounds for the probability of causation: a new formulation in Mediation Analysis | |
| E961: M. Chvostekova | |
| A univariate multiple use calibration | |
| E1137: J. Tsuchida, H. Yadohisa | |
| Two-mode three-way asymmetric MDS using the log linear model |
| Session ES139 | Room: A1 |
| Contributions to robust data analysis | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Jana Jureckova |
Organizer: ERCIM 2014 |
| E558: P. Coretto | |
| Robust estimation in high-dimensional datasets | |
| E1268: A. Bathke, S. Harrar, A. Ellis, M. Pauly, F. Konietschke, W. Burchett | |
| Making sense of multivariate data that isn't normal | |
| E1051: J. Visek | |
| Robust regression with constraints under heteroscedasticity and broken orthogonality condition |
| Session ES133 | Room: I1 |
| Applied statistics and data analysis I | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Thomas Kneib |
Organizer: ERCIM 2014 |
| E931: R. Kolamunnage-Dona | |
| Impact of unknown dropout reasons on estimation of treatment effect: application to MAGNETIC trial | |
| E1214: I. Bianchini, R. Argiento, E. Lanzarone | |
| Two Bayesian approaches to estimate aortic stiffness from patient-specific CTA images | |
| E806: P. Requena, V. D'Amato | |
| Modeling a longevity index for Spanish population | |
| E1224: E. Duarte, B. de Sousa, C. Cadarso-Suarez, T. Kneib, V. Rodrigues | |
| Performance of structured additive regression models (STAR) when dealing with complex breast cancer screening data |
| Session ES138 | Room: C1 |
| Contributions to biostatistics and bioinformatics | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Kim-Anh Do |
Organizer: ERCIM 2014 |
| E532: M. Alvarez Hernandez, A. Martin Andres | |
| One-tailed asymptotic inferences for the difference of proportions | |
| E782: G. Paux, A. Dmitrienko | |
| Mediana: R package for power evaluation in clinical trials with multiplicity adjustment methods | |
| E940: J. Hu, X. Fan | |
| Inference of gene regulatory relationship in C.elegans embryo | |
| E235: A. Kalivodova, K. Hron, P. Filzmoser | |
| PLS-DA for metabolomical (compositional) data using the logratio approach |
| Session ES61 | Room: D1 |
| Mixture models for modern applications II | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Geoff McLachlan |
Organizer: Geoff McLachlan |
| E863: C. Ambroise | |
| Model selection in overlapping stochastic block models | |
| E1061: Y. Wei, P. McNicholas | |
| Mixture model averaging for clustering | |
| E1211: K. Okada, S. Mayekawa | |
| Maximum likelihood estimation in a hybrid logistic model | |
| E1017: D. Boehning | |
| A flexible ratio regression approach for zero-truncated capture-recapture counts |
| Session ES134 | Room: L1 |
| Statistical inference I | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Jochen Einbeck |
Organizer: ERCIM 2014 |
| E913: H. Masuda, S. Eguchi | |
| On quasi BIC for general LAQ model | |
| E969: S. Gugushvili, P. Spreij, F. van der Meulen | |
| Decompounding: a non-parametric Bayesian approach | |
| E1062: T. Gueuning, G. Claeskens | |
| Construction of confidence intervals for high-dimensional single-index models | |
| E1183: A. Verhasselt, M. Ahkim | |
| Testing for constancy in varying coefficient models |
| Session ES137 | Room: G1 |
| Contributions to network and spatial data analysis | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Vladimir Batagelj |
Organizer: ERCIM 2014 |
| E958: A. Caimo, A. Mira | |
| Efficient Bayesian computation for exponential random graph models | |
| E1004: P. Zappa, D. Vu, C. Liberati, A. Lomi | |
| Specifying and estimating relational event models with time-weighted statistics: an application to the interbank market | |
| E1216: M. Cattelan, C. Varin | |
| Marginal modelling of spatial clustered binary data | |
| E1260: K. Turkman, A. Turkman, P. de Zea Bermudez, P. Pereira, P. Miranda, P. Viterbo | |
| Combining observed-simulated extreme wind speeds for generating risk maps for electric grid disruptions in Portugal |
| Session ES135 | Room: B1 |
| Contributions to statistics of extremes and applications | Monday 08.12.2014 08:45 - 10:05 |
| Chair: Jan Beirlant |
Organizer: ERCIM 2014 |
| E1136: I. Gomes | |
| A note on a diagnostic for selecting the threshold in statistics of univariate extremes | |
| E1172: S. Girard, G. Stupfler | |
| On the asymptotic behaviour of extreme geometric quantiles | |
| E1274: J. Jeon | |
| Clustering for regional time trend in the nonstationary heavy-tailed distribution | |
| E051: A. Guillou, C. Dutang, Y. Goegebeur | |
| Robust and bias-corrected estimation of extreme failure sets |
| Parallel session O: | Monday 08.12.2014 | 10:35 - 12:15 |
| Session ESI02 - Invited | Room: Sala Convegni |
| Statistics of extremes and applications | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Armelle Guillou |
Organizer: SEA Track |
| E150: H. Rootzen | |
| Multivariate peaks over thresholds modelling | |
| E257: R. Davis, T. Mikosch, I. Cribben, Y. Zhao | |
| The extremogram: a measure of extremal dependence for univariate and multivariate time series | |
| E410: A. Davison, P. Asadi, S. Engelke | |
| Max-stable processes on river networks |
| Session ES16 | Room: Q1 |
| Bayesian semiparametric inference | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Taeryon Choi |
Organizer: Taeryon Choi |
| E103: P. De Blasi, S. Walker | |
| Bayesian asymptotics under the sup-$L_1$ distance in nonparametric conditional density estimation | |
| E478: L. Lin, D. Dunson | |
| Shape constrained regression using Gaussian process projections | |
| E518: J. Shi, Y. Cheng, J. Serradilla, J. Eyre | |
| Nonlinear mixed-effects GP functional regression models with applications to motion data | |
| E802: Y. Kim, M. Chae, B. Kleijn | |
| The semiparametric Bernstein-von Mises theorem for location model with Dirichlet process mixture of normal densities |
| Session ES43 | Room: E1 |
| Statistical analysis of fMRI data | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Michele Guindani |
Organizer: Michele Guindani |
| E164: T. Johnson, Z. Liu, V. Berrocal | |
| A spatially adaptive CAR model with application to pre-surgical fMRI data | |
| E452: I. Cribben, Y. Yu | |
| Time varying connectivity models for brain imaging data | |
| E615: M. Fiecas, I. Cribben | |
| The graphical modeling and longitudinal analysis of fMRI data | |
| E602: E. Erhardt, E. Allen, E. Damaraju, S. Plis, T. Eichele, V. Calhoun | |
| Tracking whole-brain connectivity dynamics in the resting state |
| Session ES59 | Room: D1 |
| Computational approaches in financial economics | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Dietmar Maringer |
Organizer: Dietmar Maringer |
| E564: P. Kremer, B. Craig, M. Gorenflo, S. Paterlini | |
| Understanding banking networks from optimal portfolio choices | |
| E565: W. Li, U. Hommel, S. Paterlini | |
| Credit risk dependence in the European corporate sector | |
| E447: M. Giuzio, S. Paterlini | |
| Optimal diversification in portfolio selection | |
| E937: A. Mandes | |
| Order placement in a continuous double auction agent based model |
| Session ES71 | Room: M1 |
| Applications of functional data analysis | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Alicia Nieto-Reyes |
Organizer: Alicia Nieto-Reyes |
| E607: P. Reiss, L. Huang, H. Chen, T. Tarpey | |
| Functional data analysis and neurodevelopmental brain mapping | |
| E640: A. Tolver, H. Sorensen, M. Halling Thomsen | |
| A functional mixed model for 3D-acceleration signals of trotting horses | |
| E757: J. Park, C. Lee | |
| A functional mixed model approach to house prince index modelling | |
| E836: S. Tavakoli, V. Panaretos | |
| Dynamics of DNA minicircles in motion via Fourier analysis of functional time series |
| Session ES72 | Room: B1 |
| Bind source separation: Statistical principles | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Hannu Oja |
Organizer: Hannu Oja |
| E596: K. Nordhausen, H. Oja, P. Filzmoser, C. Reimann | |
| Blind source separation for spatial compositional data | |
| E712: D. Matteson, R. Tsay | |
| Independent component analysis via distance covariance | |
| E849: S. Taskinen, J. Miettinen, K. Nordhausen, H. Oja | |
| Separation of uncorrelated stationary time series using autocovariance matrices | |
| E1131: J. Miettinen, K. Nordhausen, H. Oja, S. Taskinen | |
| Deflation-based FastICA with adaptive choices of nonlinearities |
| Session ES73 | Room: P1 |
| Statistical models for the health care assessment | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Anna Paganoni |
Organizer: Anna Paganoni |
| E441: G. Garavaglia, C. Mazzali | |
| Study of heart failure hospitalizations using administrative data - first results from HFdata project | |
| E795: F. Ieva, C. Jackson, L. Sharples | |
| Exploiting the use of large administrative databases in epidemiology: multi-state models for times to hospitalizations and death in Heart Failure | |
| E626: S. Galimberti, M. Valsecchi | |
| Multivariate permutation test to compare survival curves for matched data | |
| E753: M. Bonetti, P. Cirillo | |
| Modeling medical malpractice claims: an example from Italy |
| Session ES64 | Room: G2 |
| Theoretical econometric advances in financial risk measurement | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Melanie Schienle |
Organizer: Melanie Schienle |
| E440: P. Malec, M. Bibinger, N. Hautsch, M. Reiss | |
| Estimating the spot covariation of asset prices - statistical theory and empirical evidence | |
| E483: C. Conrad, K. Loch | |
| Anticipating long-term stock market volatility | |
| E590: N. Parolya, T. Bodnar, Y. Okhrin | |
| Estimation of expected utility portfolios for large dimensional data | |
| E747: C. Walsh, M. Vogt | |
| Local stationary multiplicative modelling |
| Session ES86 | Room: A1 |
| Outlier and anomaly detection in modern data settings | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Roland Fried |
Organizer: Robert Serfling |
| E189: F. Angiulli | |
| Outlier detection: efficient algorithms and definitions for specific settings | |
| E182: V. Colla, S. Cateni, M. Vannucci | |
| Outlier detection methods applied to industrial context | |
| E142: E. Muller | |
| Subspace search for outlier detection and description | |
| E1091: R. Fried, K. Fokianos, T. Liboschik | |
| An R package for the analysis of outliers and interventions in count time series |
| Session ES100 | Room: H1 |
| The theory of graphical Markov models: Recent developments | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Giovanni Marchetti |
Organizer: Giovanni Marchetti |
| E072: K. Sadeghi | |
| Unifying graphs and separation criteria in graphical Markov models | |
| E443: M. Lupparelli, A. Roverato | |
| Log-mean linear link function for discrete regression graph models | |
| E733: P. Zwiernik, C. Uhler | |
| Linear covariance models and their likelihood geometry | |
| E766: R. Evans | |
| Causal models with hidden variables |
| Session ES104 | Room: L1 |
| Particle filtering | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Geir Olve Storvik |
Organizer: Geir Olve Storvik |
| E348: N. Whiteley, A. Lee, K. Heine | |
| Particle filtering under interaction constraints | |
| E363: C. Nemeth | |
| Parameter estimation in state space models using particle approximations of the score vector | |
| E398: A. Johansen | |
| Exact approximation within particle filters | |
| E241: G. Storvik, R. Marques | |
| Estimation of static parameters using particle filters and a block independence approximation |
| Session ES107 | Room: N1 |
| Designing experiments with unavoidable and healthy correlation | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Jesus Lopez-Fidalgo |
Organizer: Jesus Lopez-Fidalgo |
| E112: J. Rodriguez-Diaz, M. Rivas-Lopez, S. Martin-Chaves | |
| Optimal designs for random blocks model using corrected criteria | |
| E572: R. Schwabe, U. Grasshoff | |
| Optimal design for repeated measures | |
| E115: E. Riccomagno, M. Caccia, E. Saggini | |
| Trajectory selection for reconstruction and optimization of performance function in UMV | |
| E979: E. Perrone | |
| An approach on design of experiments by using copulas |
| Session ES109 | Room: I1 |
| Astrostatistics | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Simon Wilson |
Organizer: Simon Wilson |
| E693: E. Kuruoglu, Y. Chen, H. So, D. Herraz Munoz | |
| Estimation of cosmic microwave background radiation in the presence of point sources | |
| E881: J. McEwen, M. Buettner, B. Leistedt, H. Peiris, P. Vandergheynst, Y. Wiaux | |
| Spin scale-discretized wavelets on the sphere for the analysis of CMB polarization | |
| E883: K. Knuth, B. Placek | |
| EXONEST: the Bayesian exoplanetary explorer | |
| E1215: J. Wyse, S. Wilson | |
| Bayesian ICA-based source separation of Cosmic Microwave Background by a discrete functional approximation |
| Session ES111 | Room: C1 |
| SAE and inequalities measurement | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Monica Pratesi |
Organizer: Monica Pratesi |
| E653: N. Tzavidis, . Weidenhammer, T. Schmid, N. Salvati | |
| Domain prediction for discrete (count) and continuous outcomes using micro-simulation via quantiles | |
| E662: F. Gagliardi, G. Betti, A. Lemmi, V. Verma | |
| SAS routines for variance estimation of poverty measures at regional level | |
| E858: L. Secondi, S. Marchetti, T. Laureti | |
| Small area estimates for consumption expenditure in Italy | |
| E904: I. Brunetti, D. Fiaschi | |
| Occupational mobility between generations: a theoretical model with an application to Italy |
| Session ES112 | Room: F1 |
| Recent developments in latent variable models | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Angela Montanari |
Organizer: Angela Montanari |
| E456: G. McLachlan | |
| A latent variable model for clustering data with structure | |
| E458: S. Ranciati, C. Viroli, E. Wit | |
| Modelling multiple ChIP-seq experiments via a Markov random field model with spatio-temporal dependencies | |
| E533: M. Farne | |
| Regularized covariance matrix estimation via composite minimization | |
| E628: A. Maruotti, J. Bulla, F. Lagona, M. Picone, F. Martella | |
| Parsimonious hidden Markov models for clustering multivariate time series |
| Session ES154 | Room: O1 |
| Multivariate statistics II | Monday 08.12.2014 10:35 - 12:15 |
| Chair: Guang Cheng |
Organizer: ERCIM 2014 |
| E1074: S. Columbu, M. Bottai | |
| Quantiles of multivariate response variables: conditional concordance of quantile regression residuals | |
| E1140: P. Curtis, H. Maruri-Aguilar | |
| Designs for multi-wave experiments with history-matching | |
| E1129: M. Mert, P. Filzmoser, K. Hron | |
| Error propagation of compositional data transformations | |
| E1244: P. Brito, P. Filzmoser, K. Hron | |
| Statistical analysis of interval compositional data |
| Parallel session R: | Monday 08.12.2014 | 14:50 - 16:30 |
| Session ES02 | Room: C1 |
| Big data analysis: Penalty, pretest and shrinkage estimation II | Monday 08.12.2014 14:50 - 16:30 |
| Chair: S. Ejaz Ahmed |
Organizer: S. Ejaz Ahmed |
| E174: A. Vidyashankar | |
| Post model selection inference in high-dimensional problems | |
| E446: Y. Li, K. He, J. Zhu | |
| Modeling time-varying effects for high-dimensional covariates: a new Gateaux-differential boosting approach | |
| E579: E. Ahmed, X. Gao | |
| A tale of underfitted model: submodel selection and post-estimation | |
| E864: B. Nan, H. Shu | |
| Generalized thresholding estimation of large covariance/correlation matrix for temporal data |
| Session ES10 | Room: A1 |
| Robust methods on functional data and complex structures | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Graciela Boente |
Organizer: Graciela Boente |
| E304: A. Rehage, S. Kuhnt | |
| An angle-based functional depth measure for shape outlier detection | |
| E524: A. Nieto-Reyes, R. Duque, D. Gomez, C. Bravo | |
| Application of the random Tukey depth to restrictive clustering | |
| E352: G. Cohen Freue, M. Salibian-Barrera | |
| Sparse robust regression estimators | |
| E463: D. Rodriguez, G. Boente, M. Sued | |
| Test among populations based on the spatial sign operator |
| Session ES21 | Room: O1 |
| Biostatistics and bioinformatics | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Alexandros Beskos |
Organizer: Maria De Iorio |
| E322: W. Sun | |
| Optimal screening and adaptive testing of sparse signals | |
| E506: M. Pavlou, G. Ambler, S. Seaman, M. De Iorio, R. Omar | |
| Penalised regression methods for risk prediction in low-dimensional data with few events | |
| E1254: T. Coolen, A. Coolen, A. Shalabi, M. Inoue, J. Watkins, E. de Rinaldis | |
| Bayesian clinical classification from high-dimensional data: signatures versus variability | |
| E570: A. Beskos, A. Jasra, A. Persing, D. Balding, M. De Iorio | |
| A simulation approach for change-points on phylogenetic trees |
| Session ES47 | Room: M1 |
| Functional data analysis | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Alois Kneip |
Organizer: Alois Kneip |
| E119: D. Liebl, A. Kneip | |
| Conditional functional data analysis on random domains: Exploring Germany's Energiewende | |
| E495: A. Meister | |
| Optimal classification and nonparametric regression for functional data | |
| E591: A. Kneip, H. Wagner | |
| Registration and functional principal components | |
| E722: J. Johannes | |
| Functional linear instrumental regression |
| Session ES62 | Room: D1 |
| High-frequency data statistics: Advances in methodology | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Hiroki Masuda |
Organizer: Hiroki Masuda |
| E152: S. Iacus, L. Mercuri | |
| Simulation and inference of CARMA Levy models and the yuima package | |
| E203: M. Bibinger, L. Winkelmann | |
| Common price and volatility jumps in noisy high-frequency data | |
| E325: K. Kamatani, M. Uchida | |
| Hybrid multi-step estimators for stochastic differential equations based on sampled data | |
| E500: N. Yoshida | |
| Asymptotic expansion of functionals of high frequency data and their applications |
| Session ES81 | Room: L1 |
| Inference in models for categorical data | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Tamas Rudas |
Organizer: Tamas Rudas |
| E060: A. Klimova, T. Rudas, C. Uhler | |
| Faithfulness of discrete distributions to graphs and hypergraphs | |
| E283: A. Forcina, R. Colombi | |
| A latent class model for ecological inference for the estimation of voters transitions | |
| E303: W. Bergsma, A. van der Ark, M. Croon | |
| Maximum augmented empirical likelihood estimation of categorical marginal models for large sparse contingency tables | |
| E513: T. Rudas | |
| On directionally collapsible parameterizations of multivariate binary distributions |
| Session ES85 | Room: N1 |
| Spatial dependence for object data | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Piercesare Secchi |
Organizer: Piercesare Secchi |
| E384: D. Pigoli, A. Menafoglio, P. Secchi | |
| Spatial prediction for mildly non Euclidean data | |
| E696: S. Sjostedt de Luna, K. Abramowicz, P. Arnqvist, P. Secchi, S. Vantini, V. Vitelli | |
| Functional clustering methods for dependent misaligned curves with applications to climate reconstruction | |
| E707: A. Menafoglio, G. Petris | |
| On the measures of spatial dependence for Hilbert data: how much are you ready to pay for a kriging prediction? | |
| E725: S. Vantini, P. Secchi, P. Zanini | |
| ``La citta che sale'': a modern view of the city of Milan through mobile-network data |
| Session ES89 | Room: B1 |
| Robust statistics in R | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Valentin Todorov |
Organizer: Valentin Todorov |
| E200: G. Millo | |
| Robust standard errors for panel data: a general framework | |
| E390: M. Di Palma, V. Todorov, M. Gallo | |
| Robust multiway analysis of compositional data in R | |
| E889: M. Maechler, M. Di Palma, V. Todorov | |
| Robust multivariate covariance estimation: a comparison | |
| E1257: F. Greselin, S. Ingrassia, L. Garcia-Escudero, A. Gordaliza, A. Mayo-Iscar | |
| Robust model estimation, through trimming and constraints, for mixtures of factor analyzers |
| Session ES91 | Room: P1 |
| Bayesian nonparametrics and MCMC | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Frank van der Meulen |
Organizer: Frank van der Meulen |
| E490: M. Pratola, H. Chipman, E. George, R. McCulloch | |
| Nonparametric heteroscedastic regression modeling, Bayesian regression trees and MCMC sampling | |
| E910: S. Sniekers, A. van der Vaart | |
| Bayesian credible sets in the fixed design model for polished tail functions | |
| E897: A. Cerquetti | |
| Bayesian nonparametric estimation of Tsallis diversity indices under Gnedin-Pitman priors | |
| E409: F. van der Meulen, M. Schauer | |
| Bayesian estimation of discretely observed multi-dimensional diffusion processes using guided proposals |
| Session ES98 | Room: E1 |
| Advances in quantile regression | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Stanislav Volgushev |
Organizer: Stanislav Volgushev |
| E387: T. Kley, S. Volgushev, H. Dette, M. Hallin | |
| Quantile-based spectral analysis: asymptotic theory and computation | |
| E635: D. Chetverikov, B. Larsen, C. Palmer | |
| IV quantile regression for group-level treatments, with an application to the effects of trade on the distribution of wages | |
| E697: C. Lamarche, E. Battistin, E. Rettore | |
| Latent structures and quantiles of the treatment effect distribution | |
| E839: G. Cheng, S. Volgushev | |
| Quantile regression for extraordinarily large data |
| Session ES118 | Room: Q1 |
| Current issues in Bayesian nonparametrics | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Yongdai Kim |
Organizer: Yongdai Kim |
| E253: B. Szabo, J. Rousseau | |
| On the general understanding of the empirical Bayes method | |
| E477: T. Choi, P. Lenk, S. Jo, H. Kim | |
| Generalized partially additive Bayesian spectral analysis regression models | |
| E1262: I. Castillo | |
| Multiscale Bayes in density estimation and Polya tree priors | |
| E1288: B. Kleijn | |
| Testability and consistency |
| Session ES144 | Room: I1 |
| Statistical methods for processes in engineering and industry | Monday 08.12.2014 14:50 - 16:30 |
| Chair: Christine Mueller |
Organizer: Christine Mueller |
| E097: M. Cabral Morais, S. Paulino, S. Knoth | |
| On ARL-unbiased c-charts for i.i.d. and INAR(1) Poisson counts | |
| E145: M. Doering, S. Bobrowski, H. Chen, U. Jensen, W. Schinkoethe | |
| Reliability prediction using regression models | |
| E580: K. Losch, F. Balle, K. Schladitz, C. Redenbach | |
| Stochastic modeling of engineering materials for prediction of spatial mechanical characteristics | |
| E472: C. Mueller | |
| Data depth for autoregression with application to crack growth |
| Parallel session S: | Monday 08.12.2014 | 16:55 - 18:15 |
| Session ES140 | Room: A1 |
| Contributions to robustness and outlier identification | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Matthias Templ |
Organizer: ERCIM 2014 |
| E229: J. De Klerk | |
| Iterative identification of multiple time series outliers using singular spectrum analysis and outlier maps | |
| E1043: S. Liebscher, T. Kirschstein, M. Kloss | |
| Outlier identification and productivity analysis on the Farm Accountancy Data Network (EU-FADN – DG AGRI) | |
| E1289: M. Zhelonkin, V. Chavez-Demoulin | |
| On the robustness of risk measures |
| Session ES146 | Room: E1 |
| Regression models | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Adrian Bowman |
Organizer: ERCIM 2014 |
| E853: S. Kuhnt, E. Riccomagno, N. Rudak | |
| Identifiability of regression models from noisy design by numerical algebraic fans | |
| E941: E. Fiserova, K. Hron | |
| Linear regression model with compositional response | |
| E1124: Y. Goldberg, M. Gorfine, Y. Ritov | |
| A quantile regression model for failure time data with time-dependent covariates | |
| E1001: P. Foschi | |
| Some results on Partial Least Squares regression, shrinkages and DoF |
| Session ES152 | Room: L1 |
| Statistical inference II | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Gil Gonzalez-Rodriguez |
Organizer: ERCIM 2014 |
| E638: A. Abdel-Hamid | |
| A Poisson-half-logistic model: properties, estimation and Bayes prediction under progressive type-II censoring | |
| E907: H. Fujisawa, T. Kanamori | |
| Affine invariant divergences with applications to robust statistics | |
| E945: E. Akdeniz Duran | |
| Difference-based weighted mixed Liu estimator in semiparametric partial linear models | |
| E947: B. Surucu, K. Bayramoglu | |
| Inference for univariate and bivariate interval censored data |
| Session ES88 | Room: Q1 |
| Bayesian methods II | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Sara Wade |
Organizer: ERCIM 2014 |
| E842: G. Shahtahmassebi, R. Moyeed | |
| Bayesian modelling ultra-high frequency financial data via particle filters | |
| E1150: G. Watanabe, W. Strawderman | |
| Stochastic domination in predictive density estimation for ordered normal means under $ \alpha$-divergence loss | |
| E1195: V. Vitelli, O. Sorensen, A. Frigessi, E. Arjas | |
| Bayesian inference from ranks with applications in genomics | |
| E1217: R. Argiento, I. Bianchini, A. Guglielmi | |
| A truncation algorithm for normalized RMI mixtures |
| Session ES110 | Room: N1 |
| Contributions to dependence models and copulas | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Irene Gijbels |
Organizer: ERCIM 2014 |
| E092: L. Frattarolo, D. Guegan, M. Billio | |
| Multivariate normalized rank reflection symmetry of copula functions | |
| E153: L. Fernandez, M. Scherer | |
| Simulating Levy-frailty copulas built from an $\alpha$-stable Levy subordinator | |
| E983: T. Vatter, V. Chavez-Demoulin | |
| Generalized additive models for conditional dependence structures | |
| E1024: M. Nai Ruscone, S. Osmetti | |
| Modelling the dependence in multivariate longitudinal data by pair copula decomposition |
| Session ES156 | Room: O1 |
| Cluster-based methods | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Enea Bongiorno |
Organizer: ERCIM 2014 |
| E1026: S. Elsheikh, D. Zhou, A. Fish , R. Chakrabarti | |
| Non-Euclidean cluster analysis for covariance matrices with applications to diffusion tensor data | |
| E1098: B. Arishige, H. Yadohisa | |
| Clusterwise sparse principal component regression | |
| E1034: H. Abe, K. Tanioka, H. Yadohisa | |
| Reduced k-means for multivalued quantitative symbolic variables | |
| E1038: K. Uno, K. Adachi | |
| Fixed factor analysis with clustering observations |
| Session ES143 | Room: M1 |
| Contributions on functional data and time series | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Pedro Galeano |
Organizer: ERCIM 2014 |
| E274: K. Hron, A. Menafoglio, M. Templ, K. Hruzova, P. Filzmoser | |
| Simplicial principal component analysis for density functions in Bayes spaces | |
| E855: D. Kosiorowski, D. Mielczarek, J. Rydlewski, M. Snarska | |
| Aspects of functional data analysis in short term prediction of non-stationary economic time series | |
| E1200: P. Kynclova, P. Filzmoser, K. Hron | |
| Application of T-spaces in modeling compositional time series | |
| E1233: P. De Santis, C. Drago | |
| Modelling systematic risk asymmetry of the American Real Estate securities |
| Session ES136 | Room: B1 |
| Contributions to high-dimensional data analysis | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Ana Colubi |
Organizer: ERCIM 2014 |
| E936: C. Zheng, D. Ferrari | |
| A bootstrap approach to construct high-dimensional variable selection confidence sets | |
| E1207: H. Maruri, S. Lunagomez, P. Curtis | |
| Persistence of terms in lasso | |
| E1227: L. Waldorp | |
| Desparsified lasso for nodewise graph estimation using a shrinkage estimator | |
| E838: V. Avagyan, A. Alonso, J. Nogales | |
| Improving the graphical lasso estimation for the precision matrix through roots of the sample covariance matrix |
| Session ES142 | Room: G1 |
| Contributions to ordinal and preference data | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Tamas Rudas |
Organizer: ERCIM 2014 |
| E1220: C. Mollica, L. Tardella | |
| Bayesian mixture of Plackett-Luce models for partially ranked data | |
| E976: S. Bacci, F. Bartolucci, C. Pigini | |
| Misspecification test for finite mixture logistic models for clustered binary and ordered responses | |
| E1057: D. Molina, A. Arcos, M. Rueda, M. Ranalli | |
| Estimation for discrete response variables in dual frame surveys |
| Session ES147 | Room: F1 |
| Methodological statistics II | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Tommaso Proietti |
Organizer: ERCIM 2014 |
| E133: B. Holcblat, S. Groenneberg | |
| Econometric inference theories and multiple use of the same data | |
| E1058: V. Mameli, M. Musio, A. Dawid | |
| Estimation in first order moving average models using the Hyvarinen scoring rule | |
| E1177: M. Jimenez-Gamero | |
| Empirical characteristic function tests for GARCH innovation distribution using multipliers | |
| E981: M. Matilainen, K. Nordhausen, H. Oja | |
| Blind source separation for multivariate conditionally heteroscedastic time series |
| Session ES150 | Room: I1 |
| Applied statistics and data analysis II | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Ivette Gomes |
Organizer: ERCIM 2014 |
| E1203: F. Figueiredo, A. Figueiredo, M. Gomes | |
| Evaluation of sampling plans by bootstrapping | |
| E616: M. Yudaeva, N. Hovanov, D. Kolesov | |
| Imprecise event trees framework for evaluation of Russian economy perspectives | |
| E1232: K. Vehkalahti, R. Sund | |
| Survo R - editorial computing environment for data analysis | |
| E1310: P. Wijayatunga | |
| Balancing Scores in Causal Effect Estimation with Observational Data |
| Session ES149 | Room: D1 |
| Computational statistics II | Monday 08.12.2014 16:55 - 18:15 |
| Chair: Stephane Chretien |
Organizer: ERCIM 2014 |
| E777: A. Batsidis, P. Economou, G. Tzavelas | |
| Tests of fit for the lognormal distribution | |
| E956: C. Swanepoel, M. Cockeran | |
| Bias reduction studies in non-parametric regression with applications | |
| E1088: J. Einbeck, D. Bonetti | |
| A study of online and batch-wise updating of the EM algorithm for Gaussian mixtures | |
| E1307: J. Mareckova | |
| Detecting change points with a fusion penalty |