Bootstrap method

K. Singh, M. Xie

Research output: Chapter in Book/Report/Conference proceedingChapter

14 Scopus citations

Abstract

This article attempts to introduce readers with the concept and methodology of bootstrap in statistics, which is placed under a larger umbrella of resampling. Major portion of the discussions should be accessible to any one who has had a couple of college-level-applied statistics courses. Toward the end, we attempt to provide glimpses of the vast literature published on the topic, which should be helpful to someone aspiring to go into the depth of the methodology. A section is dedicated to illustrate real data examples. We think that the selected set of references cover the greater part of the developments on this subject matter.

Original languageEnglish (US)
Title of host publicationInternational Encyclopedia of Education
PublisherElsevier Ltd
Pages46-51
Number of pages6
ISBN (Print)9780080448947
DOIs
StatePublished - 2010

All Science Journal Classification (ASJC) codes

  • Economics, Econometrics and Finance(all)

Keywords

  • Bias
  • Bootstrap
  • Central limit theorem
  • Confidence intervals
  • Resampling method
  • Sampling distribution
  • Simulation
  • Standard error

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