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An overview on various ways of bootstrap methods

The introduction of the bootstrap methods by Efron (1979) enables many empirical researches, which would otherwise be difficult if not totally impossible. Nowadays, bootstrapping has become an important aspect in research. This paper reviews various ways of bootstrapping data for cross-sectional an...

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Main Author: Venus, Khim-Sen Liew
Format: Working Paper
Language:English
Published: Universiti Malaysia Sarawak (UNIMAS) 2008
Subjects:
H Social Sciences (General)
HB Economic Theory
Online Access:http://ir.unimas.my/id/eprint/29590/1/an%20overview.pdf
http://ir.unimas.my/id/eprint/29590/
https://www.researchgate.net/publication/301548189_An_overview_on_various_ways_of_bootstrap_methods
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spelling my.unimas.ir.295902021-08-04T02:59:41Z http://ir.unimas.my/id/eprint/29590/ An overview on various ways of bootstrap methods Venus, Khim-Sen Liew H Social Sciences (General) HB Economic Theory The introduction of the bootstrap methods by Efron (1979) enables many empirical researches, which would otherwise be difficult if not totally impossible. Nowadays, bootstrapping has become an important aspect in research. This paper reviews various ways of bootstrapping data for cross-sectional and time series samples. Various ways of bootstrapping confidence intervals for estimators, an important application of bootstrap methods, are also discussed in this paper. Several other applications of bootstrap methods are briefly mentioned preceding to the concluding remarks this paper Universiti Malaysia Sarawak (UNIMAS) 2008 Working Paper PeerReviewed text en http://ir.unimas.my/id/eprint/29590/1/an%20overview.pdf Venus, Khim-Sen Liew (2008) An overview on various ways of bootstrap methods. [Working Paper] https://www.researchgate.net/publication/301548189_An_overview_on_various_ways_of_bootstrap_methods
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic H Social Sciences (General)
HB Economic Theory
spellingShingle H Social Sciences (General)
HB Economic Theory
Venus, Khim-Sen Liew
An overview on various ways of bootstrap methods
description The introduction of the bootstrap methods by Efron (1979) enables many empirical researches, which would otherwise be difficult if not totally impossible. Nowadays, bootstrapping has become an important aspect in research. This paper reviews various ways of bootstrapping data for cross-sectional and time series samples. Various ways of bootstrapping confidence intervals for estimators, an important application of bootstrap methods, are also discussed in this paper. Several other applications of bootstrap methods are briefly mentioned preceding to the concluding remarks this paper
format Working Paper
author Venus, Khim-Sen Liew
author_facet Venus, Khim-Sen Liew
author_sort Venus, Khim-Sen Liew
title An overview on various ways of bootstrap methods
title_short An overview on various ways of bootstrap methods
title_full An overview on various ways of bootstrap methods
title_fullStr An overview on various ways of bootstrap methods
title_full_unstemmed An overview on various ways of bootstrap methods
title_sort overview on various ways of bootstrap methods
publisher Universiti Malaysia Sarawak (UNIMAS)
publishDate 2008
url http://ir.unimas.my/id/eprint/29590/1/an%20overview.pdf
http://ir.unimas.my/id/eprint/29590/
https://www.researchgate.net/publication/301548189_An_overview_on_various_ways_of_bootstrap_methods
_version_ 1707769245948968960
score 13.211869

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