The following is a redistribution of chapters 12, 13, 14, and 17 of Statistical Thinking for the 21st Century by Russell A. Poldrack, 2019, under the CC BY-NC 4.0 licence.

Modeling categorical relationships

Modeling continuous relationships

The General Linear Model

Practical statistical modeling