 Lecture 12: The Bootstrap

By Yen-Chi Chen, explicitly named on the lecture page. Authored notes in UW STAT 535: Statistical Machine Learning, Autumn 2026, hosted on the University of Washington faculty website. No separate lecture publication or revision date is established.

Online text: faculty.washington.edu/yenchic/25A_stat535/Lec12_bootstrap.html

Cited passages: The Bootstrap, resampling procedure; High level idea of how bootstrap works, conditional empirical sampling law; Bootstrap and Statistical Functionals, conditional variance and consistency; Failure of the bootstrap, uniform-endpoint counterexample.