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Analysis of Multiple Dependent Variables Patrick Dattalo (Professor of Social Work, Professor of Social Work, Virginia Commonwealth University)

Analysis of Multiple Dependent Variables By Patrick Dattalo (Professor of Social Work, Professor of Social Work, Virginia Commonwealth University)

Summary

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).

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Analysis of Multiple Dependent Variables Summary

Analysis of Multiple Dependent Variables by Patrick Dattalo (Professor of Social Work, Professor of Social Work, Virginia Commonwealth University)

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.

About Patrick Dattalo (Professor of Social Work, Professor of Social Work, Virginia Commonwealth University)

Patrick Dattalo, PhD, is Professor of Social Work at Virginia Commonwealth University.

Table of Contents

1. Basic Concepts and Assumptions ; 2. Multivariate Analysis of Variance ; 3. Multivariate Analysis of Covariance ; 4. Multivariate Multiple Regression ; 5. Structural Equation Modeling ; 6. Choosing among Procedures for the Analysis of Multiple Dependent Variables ; References ; Index

Additional information

CIN0199773599G
9780199773596
0199773599
Analysis of Multiple Dependent Variables by Patrick Dattalo (Professor of Social Work, Professor of Social Work, Virginia Commonwealth University)
Used - Good
Paperback
Oxford University Press Inc
2013-03-14
190
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in good condition, but if you are not entirely satisfied please get in touch with us

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