Ashby F. Statistical Analysis of fMRI Data 2011

Textbook in PDF format

Preface
Acronyms
Introduction
Data Formats
Modeling the BOLD Response
Preprocessing
The General Linear Model
The Multiple Comparisons Problem
Group Analysis
Coherence Analysis
Granger Causality
Principal Components Analysis
Independent Component Analysis
Other Methods
Appendix A: Matrix Algebra Tutorial
Appendix B: Multivariate Probability Distributions
References
Index