Best Mathematical Psychology Books (21 books)

What books should you read if you want to study mathematical psychology?

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1	Response Times: Their Role in Inferring Elementary Mental Organization (Oxford Psychology Series) by R. Duncan Luce 4.50 avg rating — 2 ratings score: 100, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
1	Statistical Rethinking: A Bayesian Course with Examples in R and Stan by Richard McElreath 4.70 avg rating — 519 ratings score: 100, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
3	Reinforcement Learning: An Introduction by Richard S. Sutton 4.54 avg rating — 818 ratings score: 99, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
4	Parallel Distributed Processing: Explorations in the Microstructure of Cognition: Volume 1: Foundations by David E. Rumelhart (Contributor) 4.11 avg rating — 63 ratings score: 98, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
5	Parallel Distributed Processing: Explorations in the Microstructure of Cognition: Volume 2: Psychological and Biological Models by James L. McClelland 4.15 avg rating — 33 ratings score: 97, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
6	The Adaptive Character of Thought by John R. Anderson really liked it 4.00 avg rating — 13 ratings score: 96, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
7	Foundations of Measurement by David H. Krantz 3.67 avg rating — 3 ratings score: 95, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
8	Computational Modeling in Cognition: Principles and Practice by Simon Farrell 4.08 avg rating — 25 ratings score: 94, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
9	Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS by John K. Kruschke 4.36 avg rating — 371 ratings score: 93, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
10	Bayesian Cognitive Modeling: A Practical Course by Michael D. Lee 4.12 avg rating — 24 ratings score: 92, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
11	Bayesian Data Analysis by Andrew Gelman 4.21 avg rating — 539 ratings score: 91, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
12	The Stochastic Modeling of Elementary Psychological Processes by F. Gregory Ashby 3.75 avg rating — 4 ratings score: 90, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
13	Classification and Cognition (Oxford Psychology Series) by William K. Estes 4.14 avg rating — 7 ratings score: 89, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Formal Approaches in Categorization by EMMANUEL M.;WILLS POTHOS really liked it 4.00 avg rating — 3 ratings score: 88, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
15	The Wave Theory of Difference and Similarity (Scientific Psychology Series) by Stephen W. Link really liked it 4.00 avg rating — 1 rating score: 87, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
16	The Oxford Handbook of Computational and Mathematical Psychology by Jerome R. Busemeyer 4.33 avg rating — 3 ratings score: 86, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
17	A Study of Thinking (Social Science Classics Series) by Anton C. Zijderveld 4.26 avg rating — 19 ratings score: 85, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18	The Measurement of Sensation (Oxford Psychology Series) by Donald Laming 4.25 avg rating — 4 ratings score: 84, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
19	Mathematical psychology by Donald Laming 0.00 avg rating — 0 ratings score: 83, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
20	New Handbook of Mathematical Psychology: Volume 1, Foundations and Methodology (Cambridge Handbooks in Psychology) by William H. Batchelder (Editor) 3.50 avg rating — 2 ratings score: 82, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
21	Handbook of Mathematical Psychology by R. Duncan Luce (Editor) liked it 3.00 avg rating — 1 rating score: 81, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars