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Bayesian Networks in Educational Assessment

Author: Russell G Almond; Robert J Mislevy; Linda S Steinberg; Duanli Yan; David M Williamson
Publisher: New York, NY : Springer New York, 2015.
Series: Statistics for Social and Behavioral Sciences
Edition/Format:   eBook : Document : EnglishView all editions and formats
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Bayesian Networks in Educational Assessment

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Additional Physical Format: Version imprimée:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Russell G Almond; Robert J Mislevy; Linda S Steinberg; Duanli Yan; David M Williamson
ISBN: 9781493921256 1493921258
OCLC Number: 914614718
Notes: Versement en lot.
EN TRAITEMENT.
Description: 1 online resource.
Contents: Introduction.- An Introduction to Evidence-Centered Design.- Bayesian Probability and Statistics: a review.- Basic graph theory and graphical models.- Efficient calculations.- Some Example Networks.- Explanation and Test Construction.- Parameters for Bayesian Network Models.- Learning in Models with Fixed Structure.- Critiquing and Learning Model Structure.- An Illustrative Example.- The Conceptual Assessment Framework.- The Evidence Accumulation Process.- The Biomass Measurement Model.- The Future of Bayesian Networks in Educational Assessment.- Bayesian Network Resources.- References.
Series Title: Statistics for Social and Behavioral Sciences
Responsibility: by Russell G. Almond, Robert J. Mislevy, Linda S. Steinberg, Duanli Yan, David M. Williamson.

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"The three parts of the book give an excellent overview of current developments and the status of a still developing and emerging field. In this way, it helps researchers in psychometrics and Read more...

 
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