Computational Modeling in Cognition: Principles and Practice

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Psyc - Computational Psychology

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Search MathWorks. Computational Modeling in Cognition: Principles and Practice Written for students and researchers, this book provides a comprehensive introduction to the principles of computational and mathematical modeling in psychology and cognitive science. Find full courses and labs.

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Select a Web Site Choose a web site to get translated content where available and see local events and offers. Learn how to enable JavaScript on your browser. 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.

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Preface 1. Introduction 1. From Words to Models: Building a Toolkit 2. Basic Parameter Estimation Techniques 3.

Computational Modeling in Cognition: Principles and Practice

Maximum Likelihood Estimation 4. Parameter Uncertainty and Model Comparison 5. Modeling in a Broader Context 8.

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