9781107109995

Computational Modeling of Cognition and Behavior

Format: Hardcover

ISBN13: 9781107109995

Hardcover|9781107109995


Overview

Computational modeling is now ubiquitous in psychology, and researchers who are not modelers may find it increasingly difficult to follow the theoretical developments in their field. This book presents an integrated framework for the development and application of models in psychology and related disciplines. Researchers and students are given the knowledge and tools to interpret models published in their area, as well as to develop, fit, and test their own models. Both the development of models and key features of any model are covered, as are the applications of models in a variety of domains across the behavioural sciences. A number of chapters are devoted to fitting models using maximum likelihood and Bayesian estimation, including fitting hierarchical and mixture models. Model comparison is described as a core philosophy of scientific inference, and the use of models to understand theories and advance scientific discourse is explained.

ISBN-13

9781107109995

ISBN-10

110710999X

Weight

2.41 Pounds

Dimensions

7.00 x 1.00 x 9.75 In

List Price

$164.00

Edition

1st Edition

Format

Hardcover

Language

English

Pages

482 pages

Publisher

Cambridge University Press

Published On

2018-02-22



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