Statistical Analysis of fMRI Data

✍ Scribed by F. Gregory Ashby

Publisher: MIT Press
Year: 2011
Tongue: English
Leaves: 349
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Contents
Preface
Acronyms
1 Introduction
2 Data Formats
3 Modeling the BOLD Response
4 Preprocessing
5 The General Linear Model
6 The Multiple Comparisons Problem
7 Group Analysis
8 Coherence Analysis
9 Granger Causality
10 Principal Components Analysis
11 Independent Component Analysis
12 Other Methods
Appendix A: Matrix Algebra Tutorial
Appendix B: Multivariate Probability Distributions
References
Index

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