Lectures related to Martinique

Statistical Estimation: Maximum Likelihood

Explores Maximum Likelihood Estimation properties, challenges, and alternative methods in statistical inference.

Explores statistical tests like the Wald test and p-values, emphasizing their calculation and interpretation.

Statistical Tests for Exponential Families

Covers the optimal statistical tests for exponential families and the use of approximations in hypothesis testing.

Explores optimal testing methods in statistics, focusing on the Neyman-Pearson framework and the construction of test functions for different types of hypotheses.

Exponential Families Sampling

Covers sampling from exponential families, joint distribution, moments, and convergence theorems.