Lectures related to Coin flipping

Maximum Likelihood Estimation: Density Estimation and Bernoulli Model

Explores maximum likelihood estimation for density and Bernoulli model, including test reliability and disease screening.

Probability and Statistics

Introduces key concepts in probability and statistics, illustrating their application through various examples and emphasizing the importance of mathematical language in understanding the universe.

Hitting Times: Examples

Explores hitting times in Markov chains through various examples and scenarios.

Stationary Sources: Properties and Entropy

Explores stationary sources, entropy, regularity, and coding efficiency, including a challenging problem with billiard balls.