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|a 9781119170150
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|a 111917015X
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|a BF181 .S748 2018
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|a 150
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|a UAMI
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|a Wixted, John T.
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|a Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Methodology.
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| 250 |
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|a 4th ed.
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| 260 |
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|a Newark :
|b John Wiley & Sons, Incorporated,
|c 2018.
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| 300 |
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|a 1 online resource (850 pages)
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| 336 |
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a Print version record.
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|a Cover; Title Page; Copyright; Contributors; Contents; Preface; Chapter 1: Computational Modeling in Cognition and Cognitive Neuroscience; Mathematical Models as Cognitive Prosthesis; Models of Choice Reaction Time Tasks; Models of Rehearsal in Short-Term Memory; The Need for Cognitive Prostheses; Classes of Models; Descriptive Models; Theoretical Models; Measurement Models; Translating Data Into Parameters; Summary; Explanatory Models; Explaining Scale Invariance in Memory; Explanatory Necessity Versus Sufficiency; Model Selection and Model Complexity.
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| 505 |
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|a Quantitative Fit and Qualitative PredictionsSummary; Cognitive Architectures; Production Systems: ACT-R; Neural-Network Architectures: Spaun; Relating Architectures to Data; The Use of Models in Cognitive Neuroscience; Conclusion; References; Chapter 2: Bayesian Methods in Cognitive Modeling; Introduction; Advantages of Bayesian Methods; Overview; A Case Study; Experimental Data; Research Questions; Model Development; Graphical Model Representation; Prior Prediction; Alternative Models With Vague Priors; Parameter Inference; Posterior Prediction.
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| 505 |
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|a Interpreting and Summarizing the Posterior DistributionModel Testing Using Prior and Posterior Distributions; Sensitivity Analysis; Latent-Mixture Modeling; Hierarchical Modeling; Finding Invariances; Common-Cause Modeling; Prediction and Generalization; Conclusion; References; Chapter 3: Model Comparison in Psychology; Introduction; Foundations of Model Comparison; Model Evaluation Criteria; Follies of a Good Fit; Generalizability: The Yardstick of Model Comparison; The Importance of Model Complexity; The Practice of Model Comparison; Model Falsifiability, Identifiability, and Equivalence.
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| 505 |
8 |
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|a Model EstimationMethods of Model Comparison; Illustrated Example; Conclusion; Appendix A -- Matlab Code for Illustrated Example; Appendix B -- R2JAGS Code for Illustrated Example; References; Chapter 4: Statistical Inference; What Is Statistical Inference?; Populations and Parameters; Frequentist Approaches; Point Estimation; Hypothesis Testing; Relevance of Stopping Rules; The Likelihood Approach; Parameter Estimation; Using Likelihood for Frequentist Inference; The Likelihood Principle; Bayesian Approaches; From Prior to Posterior; Informing the Choice of Prior; Parameter Estimation.
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| 505 |
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|a Hypothesis TestingBroader Considerations; Parametric and Nonparametric Inference; Model Checking; Conclusion; References; Chapter 5: Elementary Signal Detection and Threshold Theory; Thurstone's Law of Comparative Judgment; SDT and the Introduction of a Decision Stage; Receiver Operating Characteristic Functions; Beyond the EVSDT; The Confidence-Rating Method; Characterizing Performance Across Conditions; Forced Choice, Ranking Judgments, and the Area Theorem; Multidimensional SDT; Threshold Theory; A Note on Data Aggregation; Conclusion; References; Chapter 6: Cultural Consensus Theory.
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| 500 |
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|a Introduction.
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| 590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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| 650 |
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0 |
|a Cognitive neuroscience.
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| 650 |
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0 |
|a Psychology, Experimental.
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| 650 |
|
6 |
|a Neurosciences cognitives.
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| 650 |
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6 |
|a Psychologie expérimentale.
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| 650 |
|
7 |
|a Cognitive neuroscience
|2 fast
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| 650 |
|
7 |
|a Psychology, Experimental
|2 fast
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| 700 |
1 |
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|a Wagenmakers, Eric-Jan.
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| 758 |
|
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|i has work:
|a Methodology Volume 5 Stevens' handbook of experimental psychology and cognitive neuroscience (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCGMfQmpJXhWb9tJrCQhwVK
|4 https://id.oclc.org/worldcat/ontology/hasWork
|
| 776 |
0 |
8 |
|i Print version:
|a Wixted, John T.
|t Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Methodology.
|d Newark : John Wiley & Sons, Incorporated, ©2018
|z 9781119170129
|
| 856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=5294990
|z Texto completo
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| 938 |
|
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|a ProQuest Ebook Central
|b EBLB
|n EBL5294990
|
| 994 |
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|a 92
|b IZTAP
|
