Functional Linear Regression: Sparse Estimation and Adaptive Methods

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.