Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences - Couverture rigide

Everitt, Brian S.

 
9781439807699: Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences
Couverture rigide
ISBN 10 : 1439807698 ISBN 13 : 9781439807699
Editeur : CRC Press Inc, 2009

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.

Éditeur
CRC Press Inc
Date d'édition
2009
Langue
anglais
ISBN 10 
1439807698
ISBN 13 
9781439807699
Reliure
Relié
Numéro d'édition
1
Nombre de pages
320
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9781138464551: Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences

Edition présentée

ISBN 10 :  1138464554 ISBN 13 :  9781138464551
Editeur : CRC Press, 2017
Couverture rigide