Applied multivariate statistics for the social sciences

• Main Author: Stevens, James (Author)
• Format: Book
• Language: English
• Published: New York : Routledge, c2009
• Edition: 5th ed.
• Subjects: vícerozměrné statistické metody; sociální vědy; sociální výzkum; sociologický výzkum; multivariate analysis; social sciences; social research; sociological research; monografie; monographs
• ISBN: 9780805859010; 978-0-8058-5903-4
• Physical Description: xii, 651 s. : il. ; 26 cm

Table of Contents:

• Introduction
• Matrix algebra
• Multiple regression
• Two-group multivariate analysis of variance
• K-group MANOVA : a priori and post hoc procedures
• Assumptions in MANOVA
• Discriminant analysis
• Factorial analysis of variance
• Analysis of covariance
• Stepdown analysis
• Exploratory and confirmatory factor analysis
• Canonical correlation
• Repeated measures analysis
• Categorical data analysis : the log linear model
• Hierarchical linear modeling / Natasha Beretvas
• Structural equation modeling / Leandre R. Fabrigar and Duane T. Wegener