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portada Analysis of Multiple Dependent Variables
Type
Physical Book
Publisher
Author
Year
2013
Language
English
Pages
180
Format
Paperback
ISBN
0199773599
ISBN13
9780199773596
Edition No.
1
Categories

Analysis of Multiple Dependent Variables

Patrick Dattalo (Author) · Oxford University Press · Paperback

Analysis of Multiple Dependent Variables - Patrick Dattalo

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Synopsis "Analysis of Multiple Dependent Variables "

Multivariate procedures allow social workers and other human services researchers to analyze complex, multidimensional social problems and interventions in ways that minimize oversimplification. This pocket guide provides a concise, practical, and economical introduction to four procedures for the analysis of multiple dependent variables: multivariate analysis of variance (MANOVA), multivariate analysis of covariance (MANCOVA), multivariate multiple regression (MMR), and structural equation modeling (SEM). Each procedure will be presented in a way that allows readers to compare and contrast them in terms of (1) appropriate research context; (2) required statistical assumptions, including levels of measurement of variables to be modeled; (3) analytical steps; (4) sample size; and (5) strengths and weaknesses. This invaluable guide facilitates course extensibility in scope and depth by allowing instructors to supplement course content with rigorous statistical procedures. Detailed annotated examples using Stata, SPSS (PASW), SAS, and Amos, together with additional resources, discussion of key terms, and a companion website, make this an unintimidating guide for producers and consumers of social work research knowledge.

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