Book Details
Format
Paperback / Softback
Book Series
Quantitative Applications in the Social Sciences
ISBN-10
1544310307
ISBN-13
9781544310305
Edition
2 Revised edition
Publisher
SAGE Publications Inc
Imprint
SAGE Publications Inc
Country of Manufacture
US
Country of Publication
GB
Publication Date
May 7th, 2020
Print length
128 Pages
Weight
160 grams
Dimensions
14.40 x 21.80 x 1.70 cms
Product Classification:
Research methods: general
Ksh 7,400.00
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Multilevel Modeling is a concise, practical guide to building models for multilevel and longitudinal data. Author Douglas A. Luke begins by providing a rationale for multilevel models; outlines the basic approach to estimating and evaluating a two-level model; discusses the major extensions to mixed-effects models; and provides advice for where to go for instruction in more advanced techniques. Rich with examples, the Second Edition expands coverage of longitudinal methods, diagnostic procedures, models of counts (Poisson), power analysis, cross-classified models, and adds a new section added on presenting modeling results. A website for the book includes the data and the statistical code (both R and Stata) used for all of the presented analyses.
Multilevel Modeling is a concise, practical guide to building models for multilevel and longitudinal data. Author Douglas A. Luke begins by providing a rationale for multilevel models; outlines the basic approach to estimating and evaluating a two-level model; discusses the major extensions to mixed-effects models; and provides advice for where to go for instruction in more advanced techniques. Rich with examples, the Second Edition expands coverage of longitudinal methods, diagnostic procedures, models of counts (Poisson), power analysis, cross-classified models, and adds a new section added on presenting modeling results. A website for the book includes the data and the statistical code (both R and Stata) used for all of the presented analyses.
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