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Statistics for Hilbert and functional spaces

Data in many different experiments cannot be described by a single numerical value but through a curve. In most of situations, from a statistical view point, these curves can be considered as random elements in an appropriate functional space that usually is a separable Hilbert space. This is the case of functional data obtained by continuous/sparse-time/spatial monitoring processes, or of fuzzy data obtained through sociological surveys, to name but a few. Applications are found in industrial processes as well as in different sciences, such as econometrics, medicine, sociology, biostatistics, bioinformatics, environmetrics, geophysics, chemometrics, etc.

This track is concerned with the statistical analysis of functional data and more generally of random elements in Functional and separable Hilbert spaces.

Gil Gonzalez-Rodriguez, University of Oviedo, Spain
Organized Sessions associated with this Track
  • EO021: Modern applications of functional data analysis
    Organizers: Ana-Maria Staicu
  • EO059: Functional data analysis
    Organizers: Jane-Ling Wang
  • EO150: Semi- and non- parametric methods for functional statistics
    Organizers: Enea Bongiorno
  • EO178: Advances in functional and high-dimensional data analysis
    Organizers: Jeng-Min Chiou
  • EO230: Functional data analysis
    Organizers: Alicia Nieto-Reyes
  • EO284: Statistics for Hilbert spaces
    Organizers: Gil Gonzalez-Rodriguez
  • EO431: Advances in statistical analysis of complex functional data
    Organizers: Jian Qing Shi
  • EO488: Recent developments for functional data exploration
    Organizers: Frederic Ferraty
  • EO510: Modeling dependence for functional data
    Organizers: Siegfried Hormann
  • EO553: Recent developments in functional time series analysis
    Organizers: Alexander Aue
  • EO555: High-dimensional functional data analysis
    Organizers: Matthew Reimherr
  • EO603: Functional data
    Organizers: Phil Reiss
  • EO617: Statistical analysis in finite and infinite dimensional Hilbert spaces
    Organizers: Karel Hron
  • EO657: Functional data analysis, methods and applications
    Organizers: Donatello Telesca
  • EO670: Recent developments for complex data
    Organizers: Juan Romo