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State-Trace Analysis
~
Kalish, Michael L.
State-Trace Analysis
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
State-Trace Analysis/ by John C. Dunn, Michael L. Kalish.
作者:
Dunn, John C.
其他作者:
Kalish, Michael L.
面頁冊數:
XIII, 123 p. 37 illus.online resource. :
Contained By:
Springer Nature eBook
標題:
Cognitive psychology. -
電子資源:
https://doi.org/10.1007/978-3-319-73129-2
ISBN:
9783319731292
State-Trace Analysis
Dunn, John C.
State-Trace Analysis
[electronic resource] /by John C. Dunn, Michael L. Kalish. - 1st ed. 2018. - XIII, 123 p. 37 illus.online resource. - Computational Approaches to Cognition and Perception,2510-1889 . - Computational Approaches to Cognition and Perception,.
Part I: Theory -- Chapter 1. The Logic of State-Trace Analysis -- Chapter 2. Monotonicity -- Chapter 3. Functional Dependence -- Part II: Application -- Chapter 4. Statistical Methodology -- Chapter 5. Mixed Designs with Continuous Dependent Variables -- Chapter 6. Independent Observations with Binary Dependent Variables -- Chapter 7. More Examples -- Part III: Further Topics -- Chapter 8. Bayesian Approaches -- Chapter 9. Final Comments -- Appendix -- References. .
This book provides an introduction to the theory, method, and practice of State-Trace Analysis (STA), and includes a detailed tutorial on the statistical analysis of state-trace designs. The book offers instructions on how to perform state-trace analysis using the authors' own publicly-available software in both Matlab and R. The book begins by discussing the general framework for thinking about the relationships between independent variables, latent variables, and dependent variables. Subsequent chapters provide a software package that can be used to fit state-trace models as well as additional designs and examples. The book concludes with a discussion on potential extensions of STA and additional aspects of its application. State-Trace Analysis will be of interest to researchers and graduate students working in experimental, applied, and cognitive psychology. .
ISBN: 9783319731292
Standard No.: 10.1007/978-3-319-73129-2doiSubjects--Topical Terms:
556029
Cognitive psychology.
LC Class. No.: BF201
Dewey Class. No.: 153
State-Trace Analysis
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Part I: Theory -- Chapter 1. The Logic of State-Trace Analysis -- Chapter 2. Monotonicity -- Chapter 3. Functional Dependence -- Part II: Application -- Chapter 4. Statistical Methodology -- Chapter 5. Mixed Designs with Continuous Dependent Variables -- Chapter 6. Independent Observations with Binary Dependent Variables -- Chapter 7. More Examples -- Part III: Further Topics -- Chapter 8. Bayesian Approaches -- Chapter 9. Final Comments -- Appendix -- References. .
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