ABSTRACT

Discusses Pearson and Spearman correlation coefficients, simple and multiple regression analysis, and logistic regression analysis. Includes attention to the underlying assumptions, worked examples from projects, and examples from the learning-sciences literature. Illustrates the equivalence of ANOVA and multiple regression analysis using dummy variables. Appendix C details the least squares method for determining regression coefficients.