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OALib Journal期刊
ISSN: 2333-9721
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Proportional Bootstrap and the consistency of corresponding variance esitmators
比例Bootstrap及其方差估计的相合性

Keywords: Bootstrap
比例Bootstrap
,回归插补,比率插补,方差估计,相合性

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Abstract:

This paper studies the proportional Bootstrap method on missing data,and compares it with the usual Bootstrap method.Under the simple random sampling and uniform response,using regression imputation and ratio imputation for missing data,the consistency of the variance estimators obtained by proportional Bootstrap is proved.Simulation results give a verification of our theoretical conclusions.

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