Analysis of Multiple Dependent Variables

Informationen zum Autor Patrick Dattalo, PhD, is Professor of Social Work at Virginia Commonwealth University. Klappentext 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. Zusammenfassung 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). Inhaltsverzeichnis 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 ...

Product details

• Authors: Patrick Dattalo, Patrick (Professor of Social Work Dattalo, Dattalo Patrick
• Publisher: Oxford University Press
• Languages: English
• Product format: Paperback / Softback
• Released: 11.02.2013
• EAN: 9780199773596
• ISBN: 978-0-19-977359-6
• No. of pages: 192
• Series: Pocket Guides to Social Work Research Methods; Pocket Guides to Social Work R; Pocket Guides to Social Work Research Methods; Pocket Guide to Social Work Re
• Subjects: Humanities, art, music > Education > Social education, social work; Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; SOCIAL SCIENCE / Research, MATHEMATICS / Probability & Statistics / General, SOCIAL SCIENCE / Social Work, SOCIAL SCIENCE / Statistics, Social Work, Social research & statistics, Probability & statistics, Probability and statistics, Social research and statistics