Lectures related to Confidence region

Explores statistical inference for bandit data, focusing on personalized treatment actions and challenges of standard estimators.

Explores pivotal quantities in statistics and their role in constructing confidence intervals and hypothesis tests.

Covers Value at Risk (VaR) and Expected Shortfall (ES) in risk management, including backtesting and multivariate distributions.

Explores hypothesis testing, Wilks' theorem, p-values, confidence intervals, and pivotal quantities.

Explores hypothesis testing using Wilks' Theorem, likelihood ratio statistics, p-values, interval estimation, and confidence regions.