Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume Two: Statistical Tools presents classical and modern statistical tools used in item response theory (IRT). While IRT heavily depends on the use of statistical tools for handling its models and applications, systematic introductions and reviews that emphasize their relevance to IRT are hardly found in the statistical literature. This second volume in a three-volume set fills this void. Volume Two covers common probability distributions, the issue of models with both intentional and nuisance parameters, the use of information criteria, methods for dealing with missing data, and model identification issues. It also addresses recent developments in parameter estimation and model fit and comparison, such as Bayesian approaches, specifically Markov chain Monte Carlo (MCMC) methods.
Wim J. van der Linden
Handbook of Item Response Theory [EPUB ebook]
Volume 2: Statistical Tools
Handbook of Item Response Theory [EPUB ebook]
Volume 2: Statistical Tools
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Limba Engleză ● Format EPUB ● Pagini 453 ● ISBN 9781315360447 ● Editor Wim J. van der Linden ● Editura CRC Press ● Publicat 2017 ● Descărcabil 3 ori ● Valută EUR ● ID 7038687 ● Protecție împotriva copiilor Adobe DRM
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