Author videos

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Random variables and probability distributions

What is a probability distribution?

[on YouTube?]

An introduction to discrete probability distributions

An introduction to continuous probability distributions

2D discrete distributions: an introduction

What is a marginal probability distribution? A discrete example

[on YouTube?]

Discrete marginal probability distributions

What is a marginal probability distribution? A continuous example

[on Youtube?]

Continuous marginal probability distributions

[on Youtube?]

What is a conditional probability distribution?

[on Youtube?]

An introduction to discrete conditional probability distributions

An introduction to continuous conditional probability distributions

An introduction to central limit theorems

Breast cancer example use of Bayes' rule