Auteur : Cohen, Jacob 1923-1998

Édition : 3rd edition

Maison d'édition : Lawrence Erlbaum Associates

Date de publication : 2003

Collation : xxviii, 703 p. : ill. + 1 CD-ROM

ISBN : 0805822232

Langue : Anglais

Table des matières : 1. Introduction -- 2. Bivariate correlation and regression -- 3. Multiple regression/correlation with two or more independent variable -- 4. Data visualization, exploration, and assumption checking : diagnosing and solving regression problems1 -- 5. Data-analytic strategies using multiple regression/correlation -- 6. Quantitative scales, curvilinear relationships and transformations -- 7. Interactions among continous variables -- 8. Categorical or nominal independent variables -- 9. Interactions with categorical variables -- 10. Outliers and multicollinearity : diagnosing and solving regression problems II -- 11. Missing data -- 12. Multiple regression/correlation and causal models -- 13. Alternative regression models : logistic, poisson regression, and the generalized linear model -- 14. Random coefficient regression and multilevel models -- 15. Longitudinal regression methods -- 16. Multiple dependent variable : set correlation

Résumé : Since the publication of the first edition, multiple regression is increasingly used in the social and behavioral sciences. In this new edition, the material is not substantially changed aside from a down-playing of the use of analysis of variance, increased emphasis on graphical representation, and a moving away from reliance on correlational statistics. Chapters cover bivariate and multiple correlation and regression; data visualization; data analytic strategies; quantitative scales, curvilinear relationships, and transformations; continuous, nominal independent, and categorical variables; outliers and multicollinearity; missing data; causal models; alternative regression models; set correlation with multiple dependent values. The text does not make clear what the CD-ROM contains. Annotation c. Book News, Inc., Portland, OR (booknews.com)
Rev. ed. of: Applied multiple regression/correlation analysis for the behavioral sciences / Jacob Cohen, Patricia Cohen. 2nd ed. 1983.
The CD-ROM contains the data for almost all examples as well as the command codes for each of the major statistical packages for the tabular and other findings in the book. Includes bibliographical references (p. 655-669) and indexes. Accompanying CD-ROM contains examples relating to chapters in the book. The labels on CD icons in the book match the corresponding command files on the CD-ROM. Also available online via the World Wide Web, by subscription to EBL (Ebook Library). Electronic reproduction. Ann Arbor, MI : ProQuest, 2016. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.

Mots-clés : Analyse de régression / Corrélation (Statistique) / Sciences sociales - Méthodes statistiques

Cote : HA 33 C678a 2003