Free PDF Computational Modeling in Cognition: Principles and Practice, by Stephan Lewandowsky, Simon Farrell
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Computational Modeling in Cognition: Principles and Practice, by Stephan Lewandowsky, Simon Farrell
Free PDF Computational Modeling in Cognition: Principles and Practice, by Stephan Lewandowsky, Simon Farrell
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An accessible introduction to the principles of computational and mathematical modeling in psychology and cognitive science
This practical and readable work provides students and researchers, who are new to cognitive modeling, with the background and core knowledge they need to interpret published reports, and develop and apply models of their own. The book is structured to help readers understand the logic of individual component techniques and their relationships to each other.
- Sales Rank: #1238120 in Books
- Brand: Brand: SAGE Publications, Inc
- Published on: 2010-11-29
- Original language: English
- Number of items: 1
- Dimensions: 8.90" h x .90" w x 6.00" l, 1.10 pounds
- Binding: Paperback
- 376 pages
- Used Book in Good Condition
Review
"[T]his is an excellent introduction to computational modeling. It is written at exactly the right level for its intended readership, and it covers all the essentials very well. I can only encourage anyone with an interest in cognition to work with this book." (Koen Lamberts 2011-12-05)
Most helpful customer reviews
4 of 4 people found the following review helpful.
Fantastic introduction to computational modeling.
By Nathaniel Phillips
This is a very welcome introductory text that fills a gaping gap in the literature. In the past 10 years, computational modeling has moved from a niche area of psychology (and other fields) into the main stream. This book covers most of the essentials, from the philosophy of computational modeling, to maximum-likelihood estimation, to model comparison. Throughout the book, the authors show the reader how to balance theoretical integration and model parsimony with statistical fit. Indeed, even if you never go through the steps of creating and testing models, this lesson will serve you well in all areas of scientific reasoning.
Armed with this book, a free copy of the statistics programming language R (and of course some data), you'll be off and running in no time. I highly recommend this book for motivated undergraduate students and all graduate students studying computational cognitive modeling.
One more thing - the authors are great, if you have questions while working through the book I'm sure they would be happy to answer them.
1 of 1 people found the following review helpful.
Marvelous Modeling Introduction
By J. Whitlow
This is one of the best books I've read on computational modeling in psychology. Lewandowsky and Farrell show how to do the computations, using MATLAB code, and they present everything in a clear, accessible, thoughtful, and witty manner. I was hooked with the picture of the orbits of planets as seen from earth to make the point that, without a theoretical model (in this case of planetary motion), the data can be incredibly complex, and they continue with the same level of interesting and well-informed exposition throughout. Reading this is like seeing something clearly for the first time.
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