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Synopsis
Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences shows students how to apply statistical methods to behavioral science data in a sensible manner. Assuming some familiarity with introductory statistics, the book analyzes a host of real-world data to provide useful answers to real-life issues.
The author begins by exploring the types and design of behavioral studies. He also explains how models are used in the analysis of data. After describing graphical methods, such as scatterplot matrices, the text covers simple linear regression, locally weighted regression, multiple linear regression, regression diagnostics, the equivalence of regression and ANOVA, the generalized linear model, and logistic regression. The author then discusses aspects of survival analysis, linear mixed effects models for longitudinal data, and the analysis of multivariate data. He also shows how to carry out principal components, factor, and cluster analyses. The final chapter presents approaches to analyzing multivariate observations from several different populations.
Through real-life applications of statistical methodology, this book elucidates the implications of behavioral science studies for statistical analysis. It equips behavioral science students with enough statistical tools to help them succeed later on in their careers. Solutions to the problems as well as all R code and data sets for the examples are available at www.crcpress.com
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Brian S. Everitt is Professor Emeritus at King’s College, London, UK.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences
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CRC Press, 2009
ISBN 10 : 1439807698
ISBN 13 : 9781439807699
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Multivariable Modeling and Mul
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Multivariable modeling and multivariate analysis for the behavioral sciences - Brian S. Everitt
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2009, 2009
ISBN 10 : 1439807698
ISBN 13 : 9781439807699
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Couverture rigide
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Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences (Chapman Hall/CRC Statistics in the Social and Behavioral Sciences Series)
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Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
Edité par
CRC Press, 2009
ISBN 10 : 1439807698
ISBN 13 : 9781439807699
Ancien ou d'occasion
Couverture rigide
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Hardcover. Etat : Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! N° de réf. du vendeur S_377527405
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Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences Series)
Edité par
CRC Pr I Llc, 2009
ISBN 10 : 1439807698
ISBN 13 : 9781439807699
Ancien ou d'occasion
Couverture rigide
Vendeur : HPB-Ruby, Dallas, TX, Etats-Unis
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hardcover. Etat : Very Good. Connecting readers with great books since 1972! Used books may not include companion materials, and may have some shelf wear or limited writing. We ship orders daily and Customer Service is our top priority! N° de réf. du vendeur S_432516733
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