Basic concepts of measurement
Probability
Inferential statistics
Descriptive statistics and graphic displays
Categorical data
The t-test
The Person correlation coefficient
Introduction to regression and ANOVA
Factorial ANOVA and ANCOVA
Multiple linear regression
Logistic, multinomial, and polynomial regression
Factor analysis, cluster analysis, and discriminant function analysis
Nonparametric statistics
Business and quality improvement statistics
Medical and epidemiological statistics
Educational and psychological statistics
Data management
Research design
Communicating with statistics
Critiquing statistics presented by others.