Computational modeling in cognition :: principles and practice /
An accessible introduction to the principles of computational and mathematical modeling in psychology and cognitive science.
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Weitere Verfasser: | |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Thousand Oaks :
Sage Publications,
[2011]
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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. -The book's practical approach shows readers how model construction, parameter estimation, and model selection are carried out in real-world settings. -An easy-to-follow, step-by-step presentation moves from the basic concepts of modeling to modeling issues and applications. -The logic of models and the types of arguments that can be made from them are areas of primary focus. -Programming examples from MATLAB are used to illustrate core concepts. -A focus on readability makes mathematics and programming less daunting for beginners. -An author-supported website at http://www.cogsciwa.com/ provides many sample programs mentioned in the book and other tools such as "WMC Battery for MATLAB."--Jacket |
| Beschreibung: | 1 online resource (x, 359 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (319-344) and indexes. |
| ISBN: | 9781452223384 1452223386 9781452236193 1452236194 9781483349428 148334942X |
Internformat
MARC
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| 049 | |a MAIN | ||
| 100 | 1 | |a Lewandowsky, Stephan. | |
| 245 | 1 | 0 | |a Computational modeling in cognition : |b principles and practice / |c Stephan Lewandowsky and Simon Farrell. |
| 264 | 1 | |a Thousand Oaks : |b Sage Publications, |c [2011] | |
| 264 | 4 | |c ©2011 | |
| 300 | |a 1 online resource (x, 359 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references (319-344) and indexes. | ||
| 520 | |a An accessible introduction to the principles of computational and mathematical modeling in psychology and cognitive science. | ||
| 520 | |a 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. | ||
| 520 | |a -The book's practical approach shows readers how model construction, parameter estimation, and model selection are carried out in real-world settings. | ||
| 520 | |a -An easy-to-follow, step-by-step presentation moves from the basic concepts of modeling to modeling issues and applications. | ||
| 520 | |a -The logic of models and the types of arguments that can be made from them are areas of primary focus. | ||
| 520 | |a -Programming examples from MATLAB are used to illustrate core concepts. | ||
| 520 | |a -A focus on readability makes mathematics and programming less daunting for beginners. | ||
| 520 | |a -An author-supported website at http://www.cogsciwa.com/ provides many sample programs mentioned in the book and other tools such as "WMC Battery for MATLAB."--Jacket | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a 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. | |
| 546 | |a English. | ||
| 650 | 0 | |a Cognition |x Mathematical models. | |
| 650 | 6 | |a Cognition |x Modèles mathématiques. | |
| 650 | 7 | |a PSYCHOLOGY |x Cognitive Psychology. |2 bisacsh | |
| 650 | 7 | |a SCIENCE |x Cognitive Science. |2 bisacsh | |
| 650 | 7 | |a Cognition |x Mathematical models |2 fast | |
| 650 | 7 | |a Modellierung |2 gnd |0 http://d-nb.info/gnd/4170297-9 | |
| 650 | 7 | |a Kognition |2 gnd | |
| 650 | 7 | |a Kognitive Psychologie |2 gnd |0 http://d-nb.info/gnd/4073586-2 | |
| 650 | 7 | |a Kognition. |2 idszbz | |
| 650 | 7 | |a Simulation. |2 idszbz | |
| 650 | 7 | |a Mathematisches Modell. |2 idszbz | |
| 650 | 7 | |a Computerunterstütztes Verfahren. |2 idszbz | |
| 650 | 7 | |a Theorie. |2 idszbz | |
| 655 | 4 | |a Electronic book. | |
| 700 | 1 | |a Farrell, Simon, |d 1976- |1 https://id.oclc.org/worldcat/entity/E39PBJbM6vGqpHTKXYKYT8vrbd |0 http://id.loc.gov/authorities/names/n2010047645 | |
| 758 | |i has work: |a Computational modeling in cognition (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFHJRfCjTkvbtPVgw9T7f3 |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Lewandowsky, Stephan. |t Computational modeling in cognition |z 9781412970761 |w (DLC) 2010029246 |w (OCoLC)641528439 |
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Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocn869282161 |
|---|---|
| _version_ | 1816882259184058368 |
| adam_text | |
| any_adam_object | |
| author | Lewandowsky, Stephan |
| author2 | Farrell, Simon, 1976- |
| author2_role | |
| author2_variant | s f sf |
| author_GND | http://id.loc.gov/authorities/names/n2010047645 |
| author_facet | Lewandowsky, Stephan Farrell, Simon, 1976- |
| author_role | |
| author_sort | Lewandowsky, Stephan |
| author_variant | s l sl |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | B - Philosophy, Psychology, Religion |
| callnumber-label | BF311 |
| callnumber-raw | BF311 .L467 2011eb |
| callnumber-search | BF311 .L467 2011eb |
| callnumber-sort | BF 3311 L467 42011EB |
| callnumber-subject | BF - Psychology |
| collection | ZDB-4-EBA |
| contents | 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. |
| ctrlnum | (OCoLC)869282161 |
| dewey-full | 153.01/5118 |
| dewey-hundreds | 100 - Philosophy & psychology |
| dewey-ones | 153 - Conscious mental processes & intelligence |
| dewey-raw | 153.01/5118 |
| dewey-search | 153.01/5118 |
| dewey-sort | 3153.01 45118 |
| dewey-tens | 150 - Psychology |
| discipline | Psychologie |
| format | Electronic eBook |
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| genre | Electronic book. |
| genre_facet | Electronic book. |
| id | ZDB-4-EBA-ocn869282161 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:25:46Z |
| institution | BVB |
| isbn | 9781452223384 1452223386 9781452236193 1452236194 9781483349428 148334942X |
| language | English |
| oclc_num | 869282161 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (x, 359 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | Sage Publications, |
| record_format | marc |
| spelling | Lewandowsky, Stephan. Computational modeling in cognition : principles and practice / Stephan Lewandowsky and Simon Farrell. Thousand Oaks : Sage Publications, [2011] ©2011 1 online resource (x, 359 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references (319-344) and indexes. 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. -The book's practical approach shows readers how model construction, parameter estimation, and model selection are carried out in real-world settings. -An easy-to-follow, step-by-step presentation moves from the basic concepts of modeling to modeling issues and applications. -The logic of models and the types of arguments that can be made from them are areas of primary focus. -Programming examples from MATLAB are used to illustrate core concepts. -A focus on readability makes mathematics and programming less daunting for beginners. -An author-supported website at http://www.cogsciwa.com/ provides many sample programs mentioned in the book and other tools such as "WMC Battery for MATLAB."--Jacket Print version record. 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. English. Cognition Mathematical models. Cognition Modèles mathématiques. PSYCHOLOGY Cognitive Psychology. bisacsh SCIENCE Cognitive Science. bisacsh Cognition Mathematical models fast Modellierung gnd http://d-nb.info/gnd/4170297-9 Kognition gnd Kognitive Psychologie gnd http://d-nb.info/gnd/4073586-2 Kognition. idszbz Simulation. idszbz Mathematisches Modell. idszbz Computerunterstütztes Verfahren. idszbz Theorie. idszbz Electronic book. Farrell, Simon, 1976- https://id.oclc.org/worldcat/entity/E39PBJbM6vGqpHTKXYKYT8vrbd http://id.loc.gov/authorities/names/n2010047645 has work: Computational modeling in cognition (Text) https://id.oclc.org/worldcat/entity/E39PCFHJRfCjTkvbtPVgw9T7f3 https://id.oclc.org/worldcat/ontology/hasWork Print version: Lewandowsky, Stephan. Computational modeling in cognition 9781412970761 (DLC) 2010029246 (OCoLC)641528439 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=688787 Volltext |
| spellingShingle | Lewandowsky, Stephan Computational modeling in cognition : principles and practice / 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. Cognition Mathematical models. Cognition Modèles mathématiques. PSYCHOLOGY Cognitive Psychology. bisacsh SCIENCE Cognitive Science. bisacsh Cognition Mathematical models fast Modellierung gnd http://d-nb.info/gnd/4170297-9 Kognition gnd Kognitive Psychologie gnd http://d-nb.info/gnd/4073586-2 Kognition. idszbz Simulation. idszbz Mathematisches Modell. idszbz Computerunterstütztes Verfahren. idszbz Theorie. idszbz |
| subject_GND | http://d-nb.info/gnd/4170297-9 http://d-nb.info/gnd/4073586-2 |
| title | Computational modeling in cognition : principles and practice / |
| title_auth | Computational modeling in cognition : principles and practice / |
| title_exact_search | Computational modeling in cognition : principles and practice / |
| title_full | Computational modeling in cognition : principles and practice / Stephan Lewandowsky and Simon Farrell. |
| title_fullStr | Computational modeling in cognition : principles and practice / Stephan Lewandowsky and Simon Farrell. |
| title_full_unstemmed | Computational modeling in cognition : principles and practice / Stephan Lewandowsky and Simon Farrell. |
| title_short | Computational modeling in cognition : |
| title_sort | computational modeling in cognition principles and practice |
| title_sub | principles and practice / |
| topic | Cognition Mathematical models. Cognition Modèles mathématiques. PSYCHOLOGY Cognitive Psychology. bisacsh SCIENCE Cognitive Science. bisacsh Cognition Mathematical models fast Modellierung gnd http://d-nb.info/gnd/4170297-9 Kognition gnd Kognitive Psychologie gnd http://d-nb.info/gnd/4073586-2 Kognition. idszbz Simulation. idszbz Mathematisches Modell. idszbz Computerunterstütztes Verfahren. idszbz Theorie. idszbz |
| topic_facet | Cognition Mathematical models. Cognition Modèles mathématiques. PSYCHOLOGY Cognitive Psychology. SCIENCE Cognitive Science. Cognition Mathematical models Modellierung Kognition Kognitive Psychologie Kognition. Simulation. Mathematisches Modell. Computerunterstütztes Verfahren. Theorie. Electronic book. |
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