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Diagnostic measurement : theory, methods, and applications

Author: André A Rupp; Jonathan Templin; Robert A Henson
Publisher: New York : Guilford Press, ©2010.
Series: Methodology in the social sciences.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"This book provides a comprehensive introduction to the theory and practice of diagnostic classification models (DCMs), which are useful for statistically driven diagnostic decision making. DCMs can be employed in a wide range of disciplines, including educational assessment and clinical psychology. For the first time in a single volume, the authors present the key conceptual underpinnings and methodological  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Rupp, André A.
Diagnostic measurement.
New York : Guilford Press, ©2010
(DLC) 2009045966
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: André A Rupp; Jonathan Templin; Robert A Henson
ISBN: 9781606235430 1606235435 9786612552700 6612552700
OCLC Number: 647917425
Reproduction Notes: Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2011. MiAaHDL
Description: 1 online resource (xx, 348 pages) : illustrations.
Details: Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Contents: I. Theory: Principles of Diagnostic Measurement with Dcms. Implementation, Design, and Validation of Diagnostic Assessments ; Diagnostic Decision Making with DCMs ; Attribute Specification for DCMs. --
II. Methods: Psychometric Foundations of Dcms. The Statistical Nature of DCMs ; The Statistical Structure of Core DCMs ; The LCDM Framework ; Modeling the Attribute Space in DCMs. --
III. Applications: Utilizing Dcms in Practice. Estimating DCMs Using Mplus ; Respondent Parameter Estimation in DCMs ; Item Parameter Estimation in DCMs ; Evaluating the Model Fit of DCMs ; Item Discrimination Indices for DCMs ; Accommodating Complex Sampling Designs in DCMs.
Series Title: Methodology in the social sciences.
Responsibility: André A. Rupp, Jonathan Templin, Robert A. Henson.

Abstract:

"This book provides a comprehensive introduction to the theory and practice of diagnostic classification models (DCMs), which are useful for statistically driven diagnostic decision making. DCMs can be employed in a wide range of disciplines, including educational assessment and clinical psychology. For the first time in a single volume, the authors present the key conceptual underpinnings and methodological foundations for applying these models in practice. Specifically, they discuss a unified approach to DCMs, the mathematical structure of DCMs and their relationship to other latent variable models, and the implementation and estimation of DCMs using Mplus. The book's highly accessible language, real-world applications, numerous examples, and clearly annotated equations will encourage professionals and students to explore the utility and statistical properties of DCMs in their own projects. The companion website features data sets, Mplus syntax code, and output."--Publisher's website.

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"Rupp, Templin, and Henson have contributed significantly to the advancement of educational and psychological measurement by providing a comprehensive and lucid treatment of this critical Read more...

 
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