Caution:
Construction Zone.

Watch where you step. Major revisions
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Jason Newsom's

Stats Notes

Web lectures, notes, and handouts on introductory graduate-level statistics.

© 1999-2000 Jason T. Newsom

Web Lectures

1/ Basic Concepts

Types of scales &
levels of measurement

Normal and binomial
probability distributions

Examples of
Distributions and Descriptive Graphs

2/ Differences Between Groups with
Continuous Outcomes: t-tests

Example of between
groups t-test

Within
Subjects/Repeated Measures/Paired t

3/ Differences Between Groups with
Continuous Outcomes: ANOVA

ANOVA (comparing two or
more group means)

4/ Differences Between Groups with
Categorical Outcomes: Chi-square

Chi-square:
Goodness of fit and group differences when the dependent variable is
dichotomous

5/ Complex Differences Between
Groups: Factorial ANOVA and Multi-way Frequency Tables

Interactions and
Factorial ANOVA

Graphs of main effects
without interactions

Graphs of interactions
with and without main effects

6/ Association Among Variables

Point-biserial
correlation, Phi, & Cramer's V

7/ Association and Prediction: Regression

R^{2} and tests
of significance

8/ Association and Prediction:
Logistic

9/ Overview

Overview: A
Hitchhiker's Guide to Analyses