Directory of Statistical Lectures
*****
Creating & Examining a Statistical Database
Descriptive Tools: Numeric and Graphic Tools for Exploring Variables
Measures of Central Tendency
Measuring Variability
Probability Theory
Sampling Theory & Standard Errors
Testing Differences Between Sample Means & Proportions
Introduction to Analysis of Variance
Introduction to Nonparametric Statistical Tests
Introduction to Correlational Techniques
Bivariate Linear Regression
Overview of Multivariate Statistical Methods
Review of Fundamental Statistical Concepts
Examining a Multivariate Database
Manipulating Multivariate Data
Multiple Linear Regression
Logistical Regression
Discriminant Analysis
Analysis of Variance & Covariance
Multivariate Analysis of Variance & Covariance
Factor Analysis
Cluster Analysis
Reliability Analysis
PROBIT & LOGIT: Linear Probability Response Models:
Curve Fitting: Power Transformations and Polynomial Regression
Estimating Nonlinear Functions
Path Analysis & DITS
Two-Stage Least-Squares Regression
Hierarchical Loglinear Analysis
Survival Analysis: Life Table Analysis
Survival Analysis: Kaplan-Meier Product-Limit Estimation
Survival Analysis: Cox Proportional Hazard Model
Weighted Least-Squares Regression