Unit One
Types and Sources of Data and an Introduction to R
Statistics and Mathematics
Unit Two
Data Structures in R
Unit Three
Data Management in R
Unit Four
Probabilities, Probability Distributions, and Sampling
Unit Five
Producing Plots and Introducing Calculus
Unit Six
Statistical Inference, Confidence Intervals, and Hypothesis Testing
Unit Seven
Parametric Tests
Unit Eight
Nonparametric Tests
Unit Nine
Creating Cross-tabulations and Performing Chi-Square Analysis
Unit Ten
Correlation
Unit Eleven
Regression Analysis
Unit Twelve
Bayesian Data Analysis
Observations
Final thoughts to be added at the end of class