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Record Nr. |
UNINA9910480907103321 |
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Autore |
Lewandowsky Stephan |
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Titolo |
Computational modeling in cognition [[electronic resource] ] : principles and practice / / Stephan Lewandowsky and Simon Farrell |
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Pubbl/distr/stampa |
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Thousand Oaks, [Calif.], : SAGE, c2011 |
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ISBN |
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1-4833-4942-X |
1-4522-3619-4 |
1-4522-2338-6 |
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Descrizione fisica |
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1 online resource (377 p.) |
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Altri autori (Persone) |
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Disciplina |
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153.01 |
153.01/5118 |
153.015118 |
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Soggetti |
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Cognition - Mathematical models |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Cover; Contents; Preface; Chapter 1 - Introduction; Chapter 2 - From Words to Models: Building a Toolkit; Chapter 3 - Basic Parameter Estimation Techniques; Chapter 4 - Maximum Likelihood Estimation; Chapter 5 - Parameter Uncertainty and Model Comparison; Chapter 6 - Not Everything That Fits Is Gold: Interpreting the Modeling; Chapter 7 - Drawing It All Together: Two Examples; Chapter 8 - Modeling in a Broader Context; References; Author Index; Subject Index; About the Authors |
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Sommario/riassunto |
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This title introduces the principles of using computational models in psychology and provides a clear idea about how model construction, parameter estimation and model selection are carried out in practice. The book is written at a level that permits readers with a background in cognition, but without any modelling expertise. |
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