S Functional Data Analysis: User's Manual for Windows

Description

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 analyze a sample of functions instead of a sample of related points.
FDA differs from traditional data analytic techniques in a number of ways. Functions can be evaluated at any point in their domain. Derivatives and integrals, which may provide better information (e.g. graphical) than the original data, are easily computed and used in multivariate and other functional analytic methods.
The analyst using S+FDA can handle irregularly spaced data or data with missing values. For large amounts of data, working with a functional representation can save storage. Moreover, S+FDA provides a variety of analytic techniques for functional data including linear models, generalized linear models, principal components, canonical correlation, principal differential analysis, and clustering.

This book can be considered a companion to two other highly acclaimed books involving James Ramsay and Bernard Silverman: Functional Data Analysis, Second Edition (2005) and Applied Functional Data Analysis (2002). This user's manual also provides the documentation for the S+FDA library for S­Plus.

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1. Ebooks list page : 2855
2. Functional Data Analysis, 2 Ed.
3. Functional Data Analysis with R and MATLAB
4. The Statistical Analysis of Functional MRI Data (2008)
5. "Exploratory Analysis and Data Modeling in Functional N
6. Exploratory Analysis and Data Modeling in Functional Neuroimaging
7. Nonparametric Functional Data Analysis: Theory and Practice
8. Applied Functional Data Analysis: J.O. Ramsay, B.W. Silverman
9. Exploratory Analysis and Data Modeling in Functional Neuroimaging
10. Windows NT Workstation 4.0 User Manual
11. The Statistical Analysis of Functional MRI Data (Statistics for Biology and Health)
12. SPSS Survival Manual: A Step by Step Guide to Data Analysis Using SPSS for Windows (Version 12)
13. SPSS Survival Manual: A Step By Step Guide to Data Analysis Using SPSS for Windows (Version 10)
14. Qualitative Data Analysis: A User-Friendly Guide
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