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Multivariable modeling and multivariate analysis for the behavioral sciences [electronic resource] / Brian S. Everitt.

By: Everitt, BrianMaterial type: TextTextSeries: Statistics in the social and behavioral sciences seriesPublication details: Boca Raton : CRC Press, c2010. Edition: 1st edDescription: xvii, 304 p. : illISBN: 9781439807705 (ebook : PDF)Subject(s): Social sciences -- Statistical methods | Multivariate analysisGenre/Form: Electronic books.Additional physical formats: No titleOnline resources: Click here to access online Also available in print format.
Contents:
1. Data, measurement, and data -- 2. Looking at data -- 3. Simple linear and locally weighted regression -- 4. Multiple linear regression -- 5. The equivalence of analysis of variance and multiple linear regression, and an introduction to the generalized linear model -- 6. Logistic regression -- 7. Survival analysis -- 8. Linear mixed models for longitudinal data -- 9. Multivariate data and multivariate analysis -- 10. Principle components analysis -- 11. Factor analysis -- 12. Cluster analysis -- 13. Grouped multivariate data.
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"A Chapman & Hall book."

Includes bibliographical references and index.

1. Data, measurement, and data -- 2. Looking at data -- 3. Simple linear and locally weighted regression -- 4. Multiple linear regression -- 5. The equivalence of analysis of variance and multiple linear regression, and an introduction to the generalized linear model -- 6. Logistic regression -- 7. Survival analysis -- 8. Linear mixed models for longitudinal data -- 9. Multivariate data and multivariate analysis -- 10. Principle components analysis -- 11. Factor analysis -- 12. Cluster analysis -- 13. Grouped multivariate data.

Also available in print format.

Mode of access: World Wide Web.

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