Directory of Statistical Lectures

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• 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