Guide Bayesian Psychometric Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

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Editorial Reviews. Review. "This book is a great contribution to the field of Bayesian Bayesian Psychometric Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences) - Kindle edition by Roy Levy, Robert J. Mislevy.
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English 1. Availability Clear. Exlude Out of Stock. Home roy-levy. List Grid. Buy Now. Gails Artisan Bakery Cookbook. Notify Me. Availability - In Stock Dispatched in working days. Shipping: Free. Availability - Out of Stock Shipping: Free. Please wait. Loading more results Contact Us. It also shows the various profound advantages of the Bayesian approach, and presents a comprehensive toolbox for psychometric data analysis, as opposed to conventional approaches.

Bayesian Psychometric Modeling | Taylor & Francis Group

This book is highly recommended for graduate students and applied researchers, who have a basic understanding of psychometric and statistical theory. The second part of the book contains a wide overview of different psychometric models and theories such as classical test theory, item response theory, latent class analysis, and Bayesian networks.

A clear and consistent Bayesian approach introduces these different topics, which are illustrated with educational assessment applications. In addition to several programs in R, the WinBUGS program is also utilised to perform computations, making it possible to directly apply the presented material. Overall, this book provides a thorough and comprehensive overview of psychometric modelling, and truly promotes the use of Bayesian methods. Roy Levy and Robert Mislevy have made several pioneering contributions on the application of Bayesian statistical analysis to educational and psychological measurements, and have now brought their expertise to life in the accessible, up-to-date, and comprehensive book Bayesian Psychometric Modeling.

This is a must-read for researchers and practitioners of all levels, from undergraduate students of Psychology or Education to experts on Bayesian psychometrics. This book provokes the reader into thinking deeper about the topic and is destined to become a classic for those who are interested in the area.

Bayesian Psychometric Modeling helps to close this gap, using a model-based and evidentiary reasoning perspective to frame psychometrics as part of a larger landscape methodologically, statistically, computationally, and philosophically. Levy and Mislevy are that rare combination of outstanding scholars and teachers, and it comes through beautifully in their exemplary treatments of not just standard topics like classical test theory and item response theory, but also of Bayesian inference, graph theory, MCMC estimation, model evaluation, confirmatory factor analysis, multidimensional IRT models, latent class analysis, and Bayesian networks.

Truly modern psychometrics demands flexible and integrated thinking, and analytical frameworks to match. This book embodies such thinking and analysis, representing where the leaders are and where the rest of us should be going. And it helps us to get there. It thoroughly covers simple to advanced topics on psychometric models with mathematical and underlying psychometric concepts, with clear illustrations on a wide range of applications using real data in the psychometric field.

Not only useful for its theoretical aspects on Bayesian approaches, the technical parts of this text e. If you want to use or find out more about Bayesian psychometric approaches, whether it be those at the simplest level or those at the cutting-edge of theoretical research and practical application, then this is the book for you! While reading, I was constantly amazed how I was re learning both foundational and complex statistical concepts while almost "incidentally" expanding my intellectual horizon through reflection on core principles of evidentiary reasoning. Throughout the book, the intellectual thoughtfulness of the authors shines through in innumerable ways, especially in the way they express ideas and structure the presentation of information.

They utilize a broad array of diverse representations textual descriptions, examples, and anecdotes along with formulas, tables, graphics, and code that are well-suited for their communicative function, often in interesting novel ways that provide true insight into a phenomenon.

Thus, rather than serving as just a vehicle for learning about best statistical practices in Bayesian modeling, the book can really serve to develop intellectual stewardship for future voices in educational measurement that transcends this transcends this particular intellectual domain. We provide complimentary e-inspection copies of primary textbooks to instructors considering our books for course adoption. Most VitalSource eBooks are available in a reflowable EPUB format which allows you to resize text to suit you and enables other accessibility features.

Where the content of the eBook requires a specific layout, or contains maths or other special characters, the eBook will be available in PDF PBK format, which cannot be reflowed. For both formats the functionality available will depend on how you access the ebook via Bookshelf Online in your browser or via the Bookshelf app on your PC or mobile device. Stay on CRCPress.

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Preview this Book. Add to Wish List. Close Preview. Toggle navigation Additional Book Information. Summary A Single Cohesive Framework of Tools and Procedures for Psychometrics and Assessment Bayesian Psychometric Modeling presents a unified Bayesian approach across traditionally separate families of psychometric models.

Author s Bio Roy Levy is an associate professor of measurement and statistical analysis in the T. Reviews "One true asset of this book is the impeccable organization.

Hancock, Professor and Program Director of Measurement, Statistics and Evaluation, University of Maryland "This book is excellent; it is the most comprehensive and up-to-date resource for researchers who are studying, or would like to know more about, Bayesian approaches for psychometric and statistical models. Rupp , Educational Testing Service ETS "This book covers a range of models and ideas in psychometrics and should be of interest to many students and researchers.

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