| General | Syllabus |
| List of Stories of the Data sets | |
| Homeworks and Exams | |
| Some Basic Ideas and Concepts | Introduction to Statistics |
| Probability in Statistics | Probability Theory |
| Conditional Random Variables | |
| Limit Theorems | |
| Distribution Arising in Statistics | |
| The Likelihood Function | |
| Bayesian vs Frequentist Statistics | Introduction |
| More about Priors | |
| Point Estimation | Estimators |
| Hypothesis Testing | Hypothesis Testing |
| Evaluating Hypothesis Tests | |
| Methods for Finding Hypothesis Tests | |
| A Simple Example | |
| A Longer Example - Continued | |
| Interval Estimation | Basics |
| Methods for Finding Interval Estimates | |
| Bernoulli - Binomial Parameter p | |
| A Longer Example - Continued | |
| Some Standard Problems | Difference in Proportions |
| ANOVA | |
| Two-way Tables | |
| Ordinary Linear Regression | |
| Goodness of Fit Tests | |
| The Bootstrap | Basic Idea |
| Some Applications | |
| Other Stuff | Tables of Critical Values |
| Statistics Tables Calculator |