Univariate Stats

Powerpoint	Notes	Slideshow with voice-over (shockwave or quicktime files); these files may take several minutes to download	Detailed Examples, Articles, & Data
Jargon	Jargon
Central Tendency & Variability			Medianhousedata SASProg&Out
Normal Distribution
Sampling Distributions			Empirical sampling distribution of means
Hypothesis testing
Binomial & Bayes
Chi-square & F			Variance test (Excel)
t-test		1. Intro to t 2. single-sample, 3, independent, 4. dependent
GLM1		GLM1	Eysenck_memory_data SASProgrmNOutput
GLM2		Factorial1 Factorial2 Factorial3 Factorial4 Factorial5	Power_1_Way_ANOVA
Comparing Means
Factorial ANOVA			2-way exercise
Random Effects & Repeated Measures		Random Effects
Correlations	Correlation		1. Spector, Dwyer, & Jex, JAP 1988 partial dataset 2. Spector et al., Personnel Psych 2007, Cross culture work stress data
Regression Basics	Regression Basics
Diagnostics	Diagnostics
2 IVs Excel example	Regression with 2 Ivs
Partial Correlation	Partial Correlation
Prediction	Prediction
			Detailed Example (Test Validation)
Collinearity	Collinearity
Curve 1; Curve 2	Curves & Interactions
Analysis of Covariance 1	ANCOVA1
ANCOVA2			ANCOVA2 Detailed Example (Schools)
Comparing r & b	Comparing r & b
Variance Partition	Variance Partition
ANOVA as a special case of regression

Correlation and Regression 

1. Correlation and Regression Basics	2. Matrix Algebra	3. Correlated IVs (Partials, Prediction, Variance Partitions, Collinearity)	4. ANOVA
5. Curves	6. ANCOVA	7. Detailed Examples	8. Advanced Topics (Logistic, Path analysis, SEM, Lens Model)