I taught an eight-hour short course "Functional Data Analysis Using R" at the International Chinese Statistical Association (ICSA) 2021 Applied Statistics Symposium on September 12, 2021.

1. Introduction for functional data analysis
2. Introduction on Functional Principal Component Analysis - Part 1
3. Introduction on Functional Principal Component Analysis - Part 2
4. Demonstration to do functional principal component analysis using R
5. Functional Principal Component Analysis for Sparse Functional Data using PACE
6. Functional Principal Component Analysis for Sparse Functional Data using SOAP
7. Demo for using PACE to do Functional Principal Component Analysis for sparse functional data
8. Sparse Estimation for Scalar-on-Function Linear Model
9. Demo for Estimating Scalar-on-Function Linear Model using R
10. Introduction of Function-on-Scalar Linear Model
11. Introduction of Function-on-Function Linear Models
12. Demo for Estimating Function-on-Function Linear Model