Lectures related to Dirichlet negative multinomial distribution

Covers iterative weighted least squares, model checking, Poisson regression, and fitting multinomial models using Poisson errors.

Explores confidence intervals, hypothesis testing, and ROC curves in statistical analysis.

Covers the modeling of insurance risk, discussing joint distributions and the impact of accidents.

Covers the concept of distribution estimation and the optimization of parameters using different estimators.

Explores words, tokens, n-grams, and language models, focusing on probabilistic approaches for language identification and spelling error correction.