By Joop Hox,J. Kyle Roberts
This new guide is the definitive source on complex themes with regards to multilevel research. The editors assembled the pinnacle minds within the box to deal with the newest purposes of multilevel modeling in addition to the categorical problems and methodological difficulties which are changing into extra universal as extra complex types are constructed. every one bankruptcy gains examples that use genuine datasets. those datasets, in addition to the code to run the versions, can be found at the book’s web site http://www.hlm-online.com . each one bankruptcy contains an advent that units the degree for the cloth to return and a conclusion.
Divided into 5 sections, the 1st presents a extensive creation to the sector that serves as a framework for knowing the latter chapters. half 2 specializes in multilevel latent variable modeling together with merchandise reaction concept and blend modeling. part three addresses versions used for longitudinal information together with progress curve and structural equation modeling. particular estimation difficulties are tested in part four together with the problems fascinated about estimating survival research, Bayesian estimation, bootstrapping, a number of imputation, and intricate types, together with generalized linear versions, optimum layout in multilevel versions, and extra. The book’s concluding part makes a speciality of statistical layout concerns encountered whilst doing multilevel modeling together with nested designs, reading cross-classified versions, and dyadic information analysis.
Intended for methodologists, statisticians, and researchers in various fields together with psychology, schooling, and the social and healthiness sciences, this guide additionally serves as a good textual content for graduate and PhD point classes in multilevel modeling. A easy wisdom of multilevel modeling is assumed.
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Handbook of Advanced Multilevel Analysis (European Association of Methodology Series) by Joop Hox,J. Kyle Roberts