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02625aam a2200349Ii 4500 001 53F3C36E8E9811EAB83BD64B97128E48 003 SILO 005 20200505011818 008 190705t20202020caua b 001 0 eng d 020 $a 9781506384252 020 $a 1506384250 035 $a (OCoLC)1107446686 040 $a YDX $b eng $e rda $c YDX $d BDX $d MUM $d AAA $d XII $d MAC $d OCLCF $d OCLCQ $d YDXIT $d OCLCO $d IWA $d SILO 050 4 $a BF39 B66 2020 100 1 $a Bonifay, Wes, $d 1982- $e author. 245 10 $a Multidimensional item response theory / $c Wes Bonifay. 264 1 $a Los Angeles : $b SAGE Publications, $c [2020] 300 $a xiii, 138 pages : $b illustrations ; $c 22 cm. 490 1 $a Quantitative applications in the social sciences ; $v 183 504 $a Includes bibliographical references (pages 115-131) and index (132-138). 505 0 $a 1. Introduction -- 2. Unidimensional Item Response Theory -- 3. MIRT Models for Dichotomous Data -- 4. MIRT Models for Polytomous Data -- 5. Descriptive MIRT Statistics -- 6. Item Factor Structures -- 7. Estimation in MIRT Models -- 8. MIRT Model Diagnostics and Evaluation -- 9. MIRT Applications. 520 $a "Several decades of psychometric research have led to the development of sophisticated models for multidimensional test data, and in recent years, multidimensional item response theory (MIRT) has become a burgeoning topic in psychological and educational measurement. Considered a cutting-edge statistical technique, the methodology underlying MIRT can be complex, and therefore doesn't receive much attention in introductory IRT courses. However author Wes Bonifay shows how MIRT can be understood and applied by anyone with a firm grounding in unidimensional IRT modeling. His volume includes practical examples and illustrations, along with numerous figures and diagrams. Multidimensional Item Response Theory includes snippets of R code interspersed throughout the text (with the complete R code included on an accompanying website) to guide readers in exploring MIRT models, estimating the model parameters, generating plots, and implementing the various procedures and applications discussed throughout the book"-- $c Provided by publisher 650 0 $a Item response theory. 650 0 $a Multidimensional scaling. 650 0 $a Educational tests and measurements. 650 0 $a Psychometrics. 830 0 $a Quantitative applications in the social sciences; $v 79. 941 $a 2 952 $l UNUX074 $d 20210428013558.0 952 $l USUX851 $d 20201103015047.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=53F3C36E8E9811EAB83BD64B97128E48 994 $a C0 $b IWAInitiate Another SILO Locator Search