Estimating regression coefficients using weighted bootstrap with probability.

In this paper we propose a new weighted bootstrap with probability (WBP). The basic idea of the proposed bootstrap technique is to do re-sampling with probabilities. These probabilities become the control mechanism for getting good estimates when the original data set contain multiple outliers. Nume...

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Bibliografiska uppgifter
Huvudupphovsmän: Mohamed Ramli, Norazan, Midi, Habshah, Imon, A. H. M. R.
Materialtyp: Artikel
Språk:English
English
Publicerad: World Scientific and Engineering Academy and Society (WSEAS) Press 2009
Länkar:http://psasir.upm.edu.my/id/eprint/14564/1/Estimating%20regression%20coefficients%20using%20weighted%20bootstrap%20with%20probability.pdf