Seeing Theory

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

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