Multilevel Analysis: An Introduction to Basic and Advanced by Tom Snijders,Roel Bosker

By Tom Snijders,Roel Bosker

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The moment Edition of this vintage textual content introduces the most equipment, thoughts and concerns excited about conducting multilevel modeling and analysis.

Snijders and Bosker's publication is an utilized, authoritative and obtainable advent to the subject, supplying readers with a transparent conceptual and useful figuring out of the entire major matters thinking about designing multilevel stories and accomplishing multilevel analysis.

This e-book presents step by step insurance of:

• multilevel theories

• ecological fallacies

• the hierarchical linear model

• trying out and version specification

• heteroscedasticity

• research designs

• longitudinal data

• multivariate multilevel models

• discrete based variables

There also are new chapters on:

• lacking data

• multilevel modeling and survey weights

• Bayesian and MCMC estimation and latent-class models.

This ebook has been comprehensively revised and up-to-date because the final version, and now discusses modeling utilizing HLM, MLwiN, SAS, Stata together with GLLAMM, R, SPSS, Mplus, WinBugs, Latent Gold, and SuperMix.

This is a must have textual content for any pupil, instructor or researcher with an curiosity in undertaking or realizing multilevel analysis.

Tom A.B. Snijders is Professor of information within the Social Sciences on the college of Oxford and Professor of facts and technique on the collage of Groningen.

Roel J. Bosker is Professor of schooling and Director of GION, Groningen Institute for tutorial examine, on the collage of Groningen.

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