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02271aam a2200361 i 4500 001 57DEA4E48E9811EAB83BD64B97128E48 003 SILO 005 20200505011818 008 191203s2020 cauab b 001 0 eng 010 $a 2019037043 020 $a 1544310307 020 $a 9781544310305 035 $a (OCoLC)1131865419 040 $a DLC $b eng $e rda $c DLC $d OCLCO $d OCLCF $d YDX $d KSU $d ICW $d IWA $d SILO 042 $a pcc 050 00 $a QA278 L85 2020 100 1 $a Luke, Douglas A. $e author. 245 10 $a Multilevel modeling / $c Douglas A. Luke. 250 $a Second edition. 264 1 $a Thousand Oaks, California : $b SAGE Publications, Inc., $c [2020] 300 $a xvi, 107 pages : $b illustrations, map ; $c 22 cm. 490 1 $a Quantitative applications in the social sciences ; $v 143 504 $a Includes bibliographical references (pages 100-104) and index. 505 0 $a The need for multilevel modeling -- Planning a multilevel model -- Building a multilevel model -- Assessing a multilevel model -- Extending the basic model -- Longitudinal models -- Guidance. 520 $a "Since the 1st edition of this monograph was published in 2004, there have been numerous developments in the statistical and computational methods used in multilevel and longitudinal modeling. Mixed-effects modeling has been solidified as a primary means for accurately and efficiently estimating a wide-variety of multilevel and longitudinal models. More complex models that include cross-level interactions, cross-classified random effects, alternative covariances structures, and the like appear much more frequently in the health and social sciences research literature. Sophisticated mixedeffects modeling procedures are now incorporated in most comprehensive statistical software packages (including R, Stata, and SAS), and thus there is less need for specialized multilevel software"-- $c Provided by publisher. 650 0 $a Multivariate analysis. 650 0 $a Multilevel models (Statistics) 830 0 $a Quantitative applications in the social sciences; $v no. 143. 941 $a 2 952 $l USUX851 $d 20230907012832.0 952 $l UNUX074 $d 20210428013848.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=57DEA4E48E9811EAB83BD64B97128E48 994 $a C0 $b IWAInitiate Another SILO Locator Search