Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences (Hardcover, 2nd)

Contents: Preface to Second Edition. Preface to First Edition. Part I: Basics. Introduction. Bivariate Correlation and Regression. Multiple Regression/Correlation: Two or More Independent Variables. Sets of Independent Variables. Part II: The Representation of Information in Independent Variables. Nominal or Qualitative Scales. Quantitative Scales. Missing Data. Interactions. Part III: Applications. Causal Models. The Analysis of Covariance and Its Multiple Regression/Correlation Generalization. Repeated Measurement and Matched Subjects Designs. Multiple Regression/Correlation and Multivariate Methods. Appendices: The Mathematical Basis for Multiple Regression/Correlation and Identification of the Inverse Matrix Elements. Desk Calculator Solution of the Multiple Regression/Correlation Problem: Determination of the Inverse Matrix and Applications Thereof. Computer Analysis of Multiple Regression/Correlation. Set Correlation as a General Multivariate Data-Analytic Method. Appendix Tables.