Introductory terms and concepts
Location
Dispersion
Shape
Bivariate relationships
Statistical significance
Practical significance
Multiple regression analysis : basic GLM concepts
A GLM interpretation rubric
One-way analysis of Variance (ANOVA)
Multiway and other alternative ANOVA models
The general linear model (GLM) : ANOVA via regression
Some logistic models : model fitting in a logistic context.
Foundations of behavioral statistics : an insight-based approach by Bruce Thompson. ISBN 9781593852856. Published by Guilford in 2006. Publication and catalogue information, links to buy online and reader comments.