The Second Model of this primary textual content material introduces the first methods, strategies and factors involved in ending up multilevel modeling and analysis.
Snijders and Bosker's book is an utilized, authoritative and accessible introduction to the topic, providing readers with a clear conceptual and smart understanding of all the first factors involved in designing multilevel analysis and conducting multilevel analysis.
This book provides step-by-step protection of:
• multilevel theories
• ecological fallacies
• the hierarchical linear model
• testing and model specification
• analysis designs
• longitudinal data
• multivariate multilevel fashions
• discrete dependent variables
There are moreover new chapters on:
• missing data
• multilevel modeling and survey weights
• Bayesian and MCMC estimation and latent-class fashions.
This book has been comprehensively revised and up to date as a result of the ultimate model, and now discusses modeling using HLM, MLwiN, SAS, Stata along with GLLAMM, R, SPSS, Mplus, WinBugs, Latent Gold, and SuperMix.
This is usually a ought to-have textual content material for any scholar, teacher or researcher with an curiosity in conducting or understanding multilevel analysis.
Tom A.B. Snijders is Professor of Statistics inside the Social Sciences on the School of Oxford and Professor of Statistics and Methodology on the School of Groningen.
Roel J. Bosker is Professor of Education and Director of GION, Groningen Institute for Educational Evaluation, on the School of Groningen.