Applied multiple regressioncorrelation analysis for the behavioral sciences - Cohen, Jacob, 1923- (Mahwah, N.J. : L. Erlbaum Associates, 2003)
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
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 and index
System requirements for accompanying CD-ROM: Windows 95 or newer
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Keywords: Analyse de regression; Correlation (Statistics); Correlation (Statistique); Regression analysis; Sciences sociales -- Methodes statistiques; Social sciences -- Statistical methods