State-trace analysis /

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Bibliographic Details
Author / Creator:Dunn, John C., author.
Imprint:Cham, Switzerland : Springer, [2018]
Description:1 online resource (XIII, 123 pages) : 37 illustrations
Language:English
Series:Computational Approaches to Cognition and Perception, 2510-1889
Computational Approaches to Cognition and Perception,
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11745070
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Other authors / contributors:Kalish, Michael L., author.
ISBN:9783319731292
3319731297
9783319731285
3319731289
Digital file characteristics:text file PDF
Notes:Includes bibliographical references and index.
Summary: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.
Other form:Printed edition: 9783319731285
Standard no.:10.1007/978-3-319-73129-2