European University Institute Library

Applied multiple regression/correlation analysis for the behavioral sciences, Jacob Cohen ... [and others]

eng

Includes bibliographical references (pages 655-669) and indexes

illustrations

index present

non fiction

Applied multiple regression/correlation analysis for the behavioral sciences

bibliography

983835373

Jacob Cohen ... [and others]

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