SOCIAL SCIENCES--STATISTICAL METHODS

• introduction
• sampling and measurement
• descriptive statistics
• probability distributions
• statistical inference estimation
• statistical inference significance tests
• comparison of two groups
• analyzing association between categorical variables
• linear regression and correlation
• introduction to multivariate relationships
• multiple regression and correlation
• regression with categorical predictors: analysis of variance methods
• multiple regression with quantitative and categorical predictors
• model building with multiple regression
• logistic regression