Hierarchical Linear Models: Applications and Data Analysis Methods, 8th Edition

Hierarchical Linear Models: Applications and Data Analysis Methods, 8th Edition

Hierarchical Linear Models: Applications and Data Analysis Methods, 8th Edition

eBook
Author(s):Anthony S. Bryk; Stephen W. Raudenbush
Format: Print PDF
Published year: 1992
Publisher: SAGE Publications
Language: English
ISBN: 9780803946279, 9780803941762

Summary

Hierarchical Linear Models launches a new Sage series, Advanced Quantitative Techniques in the Social Sciences. This introductory text explicates the theory and use of hierarchical linear models (HLM) through rich, illustrative examples and lucid explanations. The presentation remains reasonably nontechnical by focusing on three general research purposes - improved estimation of effects within an individual unit, estimating and testing hypotheses about cross-level effects, and partitioning of variance and covariance components among levels. This innovative volume describes use of both two and three level models in organizational research, studies of individual development and meta-analysis applications, and concludes with a formal derivation of the statistical methods used in the book.
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