# Text-Related Files

## Fundamental Stat. Behav. Sci

## Statistical Methods for Psychology

## Statistical Methods for Psychology 9th edition

# Specific Topic Files

*t*-Tests

## Chi-Square Statistics

## General Regression

- Regression Overview -- General Linear Model
- Mediated-Moderated Relationships
- Regression with Mixed Models

## Analysis of Variance -- General Overview

- A General Overview
- Multiple Comparisons
- Unequal Sample Size

## Missing Data

- Missing Data Part 1
- Missing Data - Part 2
- Missing Data Using NORM Program
- Missing Data Using SAS
- Missing Data Using SPSS
- Missing Data using Norm in
*R* - Missing Data using Amelia
- Missing Data in Logistic Regression

## Randomization/Permutation Tests

- Randomization/Permutation/Resampling Tests--Overview
- Philosophy of RandomizationTests
- Assumptions of randomization tests
- Random Sampling and Assignment
- What is the null hypothesis?
- Two Sample Randomization Test
- Randomization Test on Two Medians
- Randomization test on Correlations
- Random Oneway Anova
- Factorial analysis of variance
- Analysis of Variance for Repeated Measures
- Bootstrapping Overview
- Bootstrapping Medians
- Bootstrapping Means
- Bootstrapping Correlations
- Bootstrapping with One-way Design

## Mixed Models

## Material on Downloading and Using *R*

- Downloading R
- Simple Examples to Get You Going
- Entering and Reading Data
- RCommander--if you want a GUI
- Basic Graphics
- More graphical examples using
*R* - One-way Anova using
*R* - Repeated measures Anova using
*R*>

## Miscellaneous Topics

- Great Web Sites
- Intraclass Correlation--The General Case
- Intraclass Correlation--For Unordered Pairs
- Multiple Comparisons with Unequal n's
- Power Calculations
- Repeated Measures Multiple Comparisons
- Type I, II, and III SS
- Type I etc--a different view by Scott Hershberger
- Single Case Methodology--Crawford, Howell, et al.
- Testing dependent proportions

## Effect Sizes

## Special Topics/Examples Folders

dch:

David C. Howell

University of Vermont

David.Howell@uvm.edu