Mathematical statistics

The discipline that provides the mathematical foundations of statistical methods, encompassing estimation theory, hypothesis testing, sufficiency, completeness, and information theory. Built on probability theory, it rigorously studies the properties of estimators and inference procedures using formal mathematical proof.