Bootstrapping and Subsampling: Part I

BOOTSTRAPPING AND SUBSAMPLING: PART I Bootstrapping and subsampling are in the “amazing” category in statistics. They seem much more popular in statistics than machine learning for some reason. 1. The Bootstrap The bootstrap (a.k.a. the shotgun) was invented by Brad Efron. Here is how it works. We have data and we want a confidence interval [...]