#### Chapter 1

This chapter is an introduction to the basic concepts of probability theory.

Go to Basic Probability

#### Chapter 2

This chapter discusses further concepts that lie at the core of probability theory.

Go to Compound Probability

#### Chapter 3

A probability distribution specifies the relative likelihoods of all possible outcomes.

Go to Probability Distributions

#### Chapter 4

Frequentist inference is the process of determining properties of an underlying distribution via the observation of data.

Go to Frequentist Inference

#### Chapter 5

Bayesian inference techniques specify how one should update one’s beliefs upon observing data.

Go to Bayesian Inference

#### Chapter 6

Regression Analysis is an approach for modeling the linear relationship between two variables.

Go to Regression Analysis