【书名】Functional Data Analysis with R and Matlab

【作者】J.O.Ramsay, Giles Hooker, Spencer Graves

【出版社】Springer

【主要内容】函数型数据分析的基本方法（光滑拟合，曲线注册与相位差分析，函数型数据主成分分析等）及其用R语言和matlab语言的编程实现

【目录】
1. Introduction to Functional Data Analysis
2. Essential Comparisons of the Matlab and R Languages
3. How to Specify Basis Systems for Building Functions
4. How to Build Functional Data Objects
5. Smoothing: Computing Curves from Noisy Data
6. Descriptions of Functional Data
7. Exploring Variation: Functional Principal and Canonical Components Analysis
8. Registration: Aligning Features for Samples of Curves
9. Functional Linear Models for Scalar Responses
10. Linear Models for Functional Responses
11. Functional Models and Dynamics