Tag: Functional Data Analysis
CFPCA for Human Movement Data
This post is based on Coffey, N., Harrison, A. J., Donoghue, O. A., & Hayes, K. (2011). Common functional principal components analysis: A new approach to analyzing human movement data. Human Movement Science, 30(6), 1144–1166.
Robust Forecasting by Functional Principal Component Analysis
This post is based on Hyndman, R. J., & Shahid Ullah, Md. (2007). Robust forecasting of mortality and fertility rates: A functional data approach. Computational Statistics & Data Analysis, 51(10), 4942–4956.
- Survey on Functional Principal Component Analysis
- Common Functional Principal Components
Registration Problem in Functional Data Analysis
This post is based on the seminar, Data Acquisition, Registration and Modelling for Multi-dimensional Functional Data, given by Prof. Shi.
- Partial Least Squares for Functional Data
Generalized Functional Linear Models with Semiparametric Single-index Interactions
This post is based on Li, Y., Wang, N., & Carroll, R. J. (2010). Generalized Functional Linear Models With Semiparametric Single-Index Interactions. Journal of the American Statistical Association, 105(490), 621–633.
- Functional PCA
- Functional Data Analysis