2002 Lecture Notes

Lecture 1- Review of measurement typologies, univariate distributions, measures of location and dispersion

Lecture 2- Review of probability distributions, normal probability distributions, sampling distributions, and estimation

Lecture 3- Review of point and interval estimators, statistical significance, hypothesis testing

Computer Lab- SPSS Tips #1

Lecture 5- Review of point and interval estimators for differences between means and differences between proportions

Lecture 6- Introduction to Univariate analysis of variance

Lecture 7- Bivariate relationships and contingency tables

Lecture 8- Contingency tables, continued

Lecture 9- Introduction to Linear Regression

Lecture 10- Examples of answers for Assignment 1

Lecture 10- How to do Assignment 2 (revised)

Lecture 11- Linear Regression, continued

Lecture 12- Multiple Linear Regression and Causality

Lecture 13- Multiple Linear Regression, continued

Lecture 14- Presenting Regression results, interaction in multiple regression

Excel File- Examples of interaction interpretation

Lecture 15- Variance and Regression

Lecture 16- Factorial ANOVA, Repeated Measures ANOVA, Fixed and Random Designs

Lecture 17- Introduction to Analysis of Covariance (ANCOVA)

Lecture 18- Modelling with Multiple Regression

Lecture 19- Regression Modelling- examining assumptions

Lecture 20- Beyond OLS- Path Analysis, Factor Analysis, and Structural Equation Models

Lecture 21- Beyond OLS (II)- Logistic Regression, he General Linear Model, and Review

(Further lectures to be added as we progress)