Jacob Cohen, Patricia Cohen, Stephen G. West

Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences

• Gebundenes Buch

Produktbeschreibung

Classic text on applied multiple regression considered the bible among graduate students and researchers.

Produktdetails

• Verlag: Taylor & Francis Inc
• 3 ed
• Seitenzahl: 736
• Erscheinungstermin: 1. August 2002
• Englisch
• Abmessung: 259mm x 181mm x 48mm
• Gewicht: 1540g
• ISBN-13: 9780805822236
• ISBN-10: 0805822232
• Artikelnr.: 22345362

Autorenporträt

Jacob Cohen (Author) , Patricia Cohen (Author) , Stephen G. West (Author) , Leona S. Aiken (Author)

Inhaltsangabe

Contents: Preface. Introduction. Bivariate Correlation and Regression.
Multiple Regression/Correlation With Two or More Independent Variables.
Data Visualization, Exploration, and Assumption Checking: Diagnosing and
Solving Regression Problems I. Data-Analytic Strategies Using Multiple
Regression/Correlation. Quantitative Scales, Curvilinear Relationships, and
Transformations. Interactions Among Continuous Variables. Categorical or
Nominal Independent Variables. Interactions With Categorical Variables.
Outliers and Multicollinearity: Diagnosing and Solving Regression Problems
II. Missing Data. Multiple Regression/Correlation and Causal Models.
Alternative Regression Models: Logistic, Poisson Regression, and the
Generalized Linear Model. Random Coefficient Regression and Multilevel
Models. Longitudinal Regression Methods. Multiple Dependent Variables: Set
Correlation. Appendices: The Mathematical Basis for Multiple
Regression/Correlation and Identification of the Inverse Matrix Elements.
Determination of the Inverse Matrix and Applications Thereof.