|Table of Contents|

Simulation and Appication of Bootstrap Methods in System Error Estimation

《南京理工大学学报》(自然科学版)[ISSN:1005-9830/CN:32-1397/N]

Issue:
2007年03期
Page:
399-402
Research Field:
Publishing date:
2007-06-30

Info

Title:
Simulation and Appication of Bootstrap Methods in System Error Estimation
Author(s):
FENG Ji-caiLIU Li-weiCHANG Bao-xianZHANG Min
School of Sciences,NUST,Nanjing 210094,China
Keywords:
system simu lation Bootstrap m ethod Bayes Bootstrap m ethod system errors sma ll samples
PACS:
N945.21
DOI:
-
Abstract:
The theo ry o fBootstrapm ethod and the Bayes Boo tstrapme thod and the application o f the tw o methods in the small sample are stud ied. The paper analyses the principle of the two methods and g ives two est imationm ethods, name ly, the po int estimat ion and the interval estimat ion, to reckon unknown parameters in populat ion distribu tion. It implements the simulat ion o f Boo tstrapm ethod and Bayes Bootstrap method by means o f non-parameter sample and by compiling C language. By analyzing an example, it presents the concrete errors of the shot system w arp under the B ayse Boo-t strap method, the Bootstrap me thod and the classic stat istics m ethod. The conclusion is that the Bayes Boo tstrap method is be tter than the other two methods

References:

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Memo

Memo:
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Last Update: 2007-06-30