Covers the concept of property testing using statistical methods.
Explores completeness, minimal sufficiency, and special statistical models, focusing on exponential and transformation families.
Explores property-based testing using QuickChick, focusing on software correctness, specifications, and dynamic information flow control.
Explores tail bounds, information bounds, and maximal leakage in the context of generalization error.
Delves into hypothesis testing, covering test statistics, critical regions, power functions, p-values, multiple testing, and non-parametric statistics.
Delves into the duality between confidence intervals and hypothesis tests, emphasizing the importance of precision and accuracy in estimation.
