Statistics in a nutshell

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.