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02604aam a22003978i 4500 001 A3AD3F5ECF3111EB9A1890BA3BECA4DB 003 SILO 005 20210617010040 008 200617t20212021nyua b 001 0 eng 010 $a 2020027819 020 $a 1462538789 020 $a 9781462538782 020 $a 146254424X 020 $a 9781462544240 035 $a (OCoLC)1139620447 040 $a DLC $b eng $e rda $c DLC $d OCLCO $d OCLCF $d UKMGB $d IaU $d SILO 042 $a pcc 050 00 $a QA278.3 $b .G45 2021 082 00 $a 001.4/22028553 $2 23 100 1 $a Geiser, Christian, $e author. 245 10 $a Longitudinal structural equation modeling with Mplus : $b a latent state-trait perspective / $c Christian Geiser. 264 1 $a New York : $b The Guilford Press, $c [2021] 300 $a xxiii, 344 pages : $b illustrations ; $c 24 cm 490 1 $a Methodology in the social sciences 504 $a Includes bibliographical references (pages 323-328) and indexes. 520 $a "An in-depth guide to executing longitudinal confirmatory factor analysis (CFA) and structural equation modeling (SEM) in Mplus, this book uses latent state-trait (LST) theory as a unifying conceptual framework, including the relevant coefficients of consistency, occasion-specificity, and reliability. Following a standard format, chapters review the theoretical underpinnings, strengths, and limitations of the various models; present data examples; and demonstrate each model's application and interpretation in Mplus, with numerous screen shots and output excerpts. Coverage encompasses both traditional models (autoregressive, change score, and growth curve models) and LST models, for analyzing single- and multiple-indicator data. The book discusses measurement equivalence testing, intensive longitudinal data modeling, and missing data handling, and provides strategies for model selection and reporting of results. User-friendly features include special-topic boxes, chapter summaries, and suggestions for further reading. The companion website features data sets, annotated syntax files, and output for all of the examples"-- $c Provided by publisher. 650 0 $a Structural equation modeling. 650 0 $a Longitudinal method. 630 00 $a Mplus. 630 07 $a Mplus. $2 fast $0 (OCoLC)fst01787691 650 7 $a Longitudinal method. $2 fast $0 (OCoLC)fst01002409 650 7 $a Structural equation modeling. $2 fast $0 (OCoLC)fst01738928 830 0 $a Methodology in the social sciences. 941 $a 1 952 $l OVUX522 $d 20220317031007.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=A3AD3F5ECF3111EB9A1890BA3BECA4DBInitiate Another SILO Locator Search