General 
Syllabus 

List of Stories of the Data sets 

Homeworks and Exams 
Some Basic Ideas and Concepts 
Introduction to Statistics 

Introduction to Using the Computer and to R 

R Routines 

R Programing Language and UserWritten Functions 
Probability in Statistics 
Probability Theory 

Distribution Arising in Statistics 

The Likelihood Function 
Bayesian vs Frequentist Statistics 
Introduction 

More about Priors 
Point Estimation 
Properties of Estimators 

Methods for Finding Estimators 

A Longer Example 
Approximations 
Methods 
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 

Equal Variance 

ANOVA 

Twoway Tables 

Ordinary Linear Regression 

Goodness of Fit Tests 

Nuisance Parameters 
The Bootstrap 
Basic Idea 

Some Applications 