Lecture

Functional Linear Regression: Sparse Estimation and Adaptive Methods

Description

This lecture by Angelina Roche covers topics such as adaptive and sparse estimation in the functional linear model, examples of functional data analysis, PCA for functional data, statistical frameworks, functional linear regression model, estimation procedures of the slope function, convergence rates, and adaptive estimation in functional principal components regression.

Official source

https://mediaspace.epfl.ch/media/0_25bbgthb

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Ontological neighbourhood

Statistics

Data analysis: Regression analysis, Cross-validation

Statistical inference: Mathematical statistics

Energy engineering

Nuclear power: Topics in nuclear power

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