Course

MATH-665: Functional Data Analysis

Summary

A rigorous introduction to the statistical analysis of random functions and associated random operators. Viewing random functions either as random Hilbert vectors or as stochastic processes, we will see the interplay between nonparametrics and multivariate statistics in infinite dimensions.

Official source

https://edu.epfl.ch/coursebook/en/functional-data-analysis-MATH-665

Moodle Page

http://go.epfl.ch/MATH-665

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Ontological neighbourhood

Mathematics

Analysis: Functional analysis

Statistics

Statistical inference: Mathematical statistics

Instructor

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