Multivariable modeling and multivariate analysis for the behavioral sciences

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Bibliographic Details
Main Authors: Everitt Brian
Published: CRC Press,
Publisher Address: Boca Raton
Publication Dates: c2010.
Literature type: Book
Language: English
Series: Statistics in the social and behavioral sciences series
Subjects:
Carrier Form: xvii, 304 p.: ill. ; 25 cm.
ISBN: 9781439807699 (alk. paper)
1439807698 (alk. paper)
Index Number: C32
CLC: C32
Call Number: C32/E934
Contents: "A Chapman & Hall book."
Includes bibliographical references (p.279-284) and index.
Data measurement, and data -- Looking at data -- Simple linear and locally weighted regression -- Multiple linear regression -- The equivalence of analysis of variance and multiple linear regression, and an introduction to the generalized linear model -- Logistic regression -- Survival analysis -- Linear mixed models for longitudinal data -- Multivariate data and multivariate analysis -- Principle components analysis -- Factor analysis -- Cluster analysis -- Grouped multivariate data.