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中国科学院研究生院学报 2007
Proportional Bootstrap and the consistency of corresponding variance esitmators
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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.