STA 801
Statistical Inference
3
Course Description
Conditioning; distribution theory; approximation to distributions; modes of convergence; limit theorems; statistical models; parameter estimation; properties of estimators; confidence sets; theory of hypothesis tests; introduction to Bayesian inference and nonparametric estimation.
Course Outline
Conditioning; distribution theory; approximation to distributions; modes of convergence; limit theorems; statistical models; parameter estimation; properties of estimators; confidence sets; theory of hypothesis tests; introduction to Bayesian inference and nonparametric estimation