S+ Functional Data Analysis User’s Manual for Windows® /

• Main Authors: Clarkson, Douglas B. (Author), Fraley, Chris (Author), Gu, Charles C. (Author), Ramsey, James O. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2005.
• Subjects: Statistics.; Statistics and Computing/Statistics Programs.; Statistical Theory and Methods.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Statistics for Life Sciences, Medicine, Health Sciences.

S+Functional Data Analysis is the first commercial object oriented package for exploring, modeling, and analyzing functional data. Functional data analysis (FDA) handles longitudinal data and treats each observation as a function of time (or other variable). The functions are related. The goal is to...

Table of Contents:

• Basis Objects and Operations
• Functional Data Objects and Operations
• Linear Differential Operators and Smoothing
• Functional Registration
• Functional Linear Models
• Functional Generalized Linear Models
• Functional Principal Components
• Canonical Correlation
• Functional Cluster Analysis
• Principal Differential Analysis.