Course Layout

Data Set	Topic	Web Pages
1970 Military Draft	Correlation	Hypothesis Testing
		Monte Carlo Simulation
		More on the 1970 draft
Alcohol Consumption	Linear Regression and Outliers	Residual Sum of Squares and Least Squares Regression
		Outliers - Detection
Gas Chromatography	Checking Assumptions	Assumptions of Least Squares Regression
Olympics	Outliers and Unusual Patterns	Four Fits to Olympic Long Jump
		Prediction
Hubble's Constant	Discussion of Regression Coefficients
Usage of Electricity	Non - Linear Regression	Transformations and Polynomial Models
		Problem of Overfitting
		Choosing between good Models
House Prices	Multiple Linear Regression	Preliminary Analysis
		Analysis of House Price Data
Temperature in the USA	Including nonlinear components	Analysis of US Temperature Data
Air Pollution and Mortality	Big Example of Mutiple Regression
Environment, Safety and Health Attitudes	Discrete Predictors	Using a Discrete Predictor in a Regression Model
Rogaine Drownings	Categorical Data Analysis - Chisquare Test of Independence	Analysing Discrete Data
Seat Belt Use and Injuries Gregor Mendel's (1823-1884) Genetic Experiments	Chisquare Goodness-of-fit Test
Sex Discrimination in Graduate School Admissions	Simpson's Paradox	Simpson's Paradox
Drug Use of Mothers and the Health of the Newborn	One-way ANOVA	Analysis of Variance - Basics
		Analysis of Variance - Modeling
Cancer Survival Capacity of Wells in the Appalachian Mountains	Transformations
Cultural Differences in Equipment Use	Nonparametric Methods
Testing Hearing Aids	Two-way ANOVA
Oxygen Concentration and Fermentation Film Thickness in Semiconductor Production	Interaction	Analysis of Variance - Interaction
Water Quality and Mining	Transformations
Noise and Air Filters for Cars	General Linear Model