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Statistical Analysis of fMRI Data Hardcover – March 11, 2011

ISBN-13: 978-0262015042 ISBN-10: 0262015048 Edition: 1st
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Statistical Analysis of fMRI Data + Handbook of Functional MRI Data Analysis + Networks of the Brain
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Editorial Reviews

Review

This book covers all major fMRI analyses with a level of mathematical depth that is appropriate for cognitive and brain scientists with some background in statistics. The author has the rare ability of explaining complex issues using intuitive and engaging prose. The perfect balance between conceptual intelligibility and mathematical rigor makes this an ideal textbook for undergraduate and graduate courses.

(Roberto Cabeza, Professor of Psychology and Neuroscience, Duke University)

Understanding the complexities associated with the generation of brain function images is essential, but this information is often difficult to obtain. This lovely new book by Ashby is a major step in meeting that need. I recommend it with enthusiasm to new initiates to imaging as well as seasoned veterans.

(Marcus Raichle, Professor of Radiology, Neurology, Neurobiology, and Biomedical Engineering at Washington University in St Louis)

About the Author

F. Gregory Ashby is Professor and Chair in the Department of Psychology and former Director of the Brain Imaging Center at the University of California, Santa Barbara.
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Product Details

  • Hardcover: 352 pages
  • Publisher: The MIT Press; 1 edition (March 11, 2011)
  • Language: English
  • ISBN-10: 0262015048
  • ISBN-13: 978-0262015042
  • Product Dimensions: 7 x 0.6 x 9 inches
  • Shipping Weight: 1.5 pounds (View shipping rates and policies)
  • Average Customer Review: 5.0 out of 5 stars  See all reviews (4 customer reviews)
  • Amazon Best Sellers Rank: #452,478 in Books (See Top 100 in Books)

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13 of 14 people found the following review helpful By Antonio Rangel on May 31, 2011
Format: Hardcover Verified Purchase
One of the most challenging aspects of learning and teaching the non-trivial statistical methodology associated with the analysis of fMRI data is a widespread tendency (in textbooks and papers) not to write down the underlying mathematical ideas precisely and clearly.

In an effort to improve my own understanding of the field, and to train my post-docs and PhD students, I have carefully looked at every related textbook in the field. This book is on a class of its own and is a MUST read for every serious student of fMRI.

The book carries the reader through a precise but highly readable analysis of the statistical issues associated with analyzing fMRI data, from basic issues such as preprocessing, to an outstanding four chapter discussion of 'connectivity methods' and 'multivariate approaches'. To top it all, the book includes multiple snipets of MATLAB code that greatly add to the reader's understanding of the subject.

Overall, the book is an example of how methods should be disseminated in this highly technical area to an area that spans a wide range of mathematical backgrounds.

Everybody in my lab is getting a copy of this!

Antonio Rangel
Prof. of Neuroscience & Economics
Caltech
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7 of 7 people found the following review helpful By Brian Spiering on April 15, 2011
Format: Hardcover
The books succeeds in elucidates the complex world of fMRI statistics. The book guides a reader throughout the process of fMRI data analysis with clear, practical examples. It is also possible to read select chapters on particular topics of interest. Additionally, there are many specific tips and tricks to improve the quality of fMRI studies and subsequent analysis. The value (i.e., price for information) is extraordinary. Thus, making it an appropriate textbook choice for a graduate level course in fMRI data analysis. As additional value, there is Matlab code on his personal website, [...], to facilitate a deeper understanding of the concepts. Overall, this book is an invaluable asset to the field.
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2 of 2 people found the following review helpful By Kourosh on November 17, 2012
Format: Hardcover Verified Purchase
I bought the book because I was auditing fMRI course at MIT. It's good book for starting to work with fMRI data without getting too much into physical details.
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1 of 2 people found the following review helpful By m'hamed temkit on September 19, 2014
Format: Hardcover Verified Purchase
Good book.
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