Название: Bootstrap Methods: With Applications in R
Автор: Gerhard Dikta, Marsel Scheer
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 266
Размер: 13,5 Mb
Язык: English

This book provides a compact introduction to the bootstrap method. In addition to classical results on point estimation and test theory, multivariate linear regression models and generalized linear models are covered in detail. Special attention is given to the use of bootstrap procedures to perform goodness-of-fit tests to validate model or distributional assumptions. In some cases, new methods are presented here for the first time.