Scott loring thomas (1 resultados)

Hardback. Condición: New. Fourth edition of a graduate-level statistical methods text in Routledge's Quantitative Methodology Series, treating multilevel models for univariate and multivariate outcomes within a single analytic framework that unites the multilevel regression (MLM) and structural equation modelling (SEM) traditions. The book works its applied examples across four different software packages - Mplus, R, SPSS and Stata - with selected model-building input files reproduced in the chapter appendices and a fuller set of files made available online. Coverage extends to cross-sectional, longitudinal and cross-classified data structures, with attention to both random-effect and fixed-effect approaches for longitudinal analysis, and to model-building sequences and the diagnostic use of results to identify improvements. The text is directed at graduate courses in psychology, business, education, health and sociology, and assumes introductory univariate and multivariate statistics as prerequisites. Written in English.…