An overview on various ways of bootstrap methods

Venus, Khim-Sen Liew (2008) An overview on various ways of bootstrap methods. Working Paper. Universiti Malaysia Sarawak (UNIMAS).

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Abstract

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

Item Type: Monograph (Working Paper)
Uncontrolled Keywords: bootstrap methods, bootstrapping data , various ways, empirical research, unimas, university, universiti, Borneo, Malaysia, Sarawak, Kuching, Samarahan, ipta, education, research, Universiti Malaysia Sarawak.
Subjects: H Social Sciences > H Social Sciences (General)
H Social Sciences > HB Economic Theory
Divisions: Academic Faculties, Institutes and Centres > Faculty of Economics and Business
Depositing User: Gani
Date Deposited: 06 May 2020 01:47
Last Modified: 08 May 2020 07:08
URI: http://ir.unimas.my/id/eprint/29590

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