Introduction
Elementary probability theory
Frequency and probability distributions
A discrete random variable: the binomial
Central tendency and variability
Sampling distributions and point estimation
Normal population and sampling distributions
Hypothesis testing
Inferences about population means
The chi-square and the F distributions
The general linear model and the analysis of variance
Comparisons among means
Factorial designs and higher order ANOVA
The analysis of variance: models II and III, random effects and mixed models
Problems in regression and correlation
Partial and multiple regression
Further topics in regression
The analysis of covariance
Analyzing qualitative data: chi-square tests
Some order methods.