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A RANDOMLY WEIGHTED ESTIMATE OF THE POPULATION MEAN

A RANDOMLY WEIGHTED ESTIMATE OF THE POPULATION MEAN
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摘要 Consider the model (1.6), where eij (j=1,…,Ni, i=1,2,…) are i.i.d.with mean 0 andwriance 1.Introduce a randomly weighted estimate βn defined by (1.8).Assuming e11 ~N(0, 1)and,the paper gives a necessary and sufficient condition for βn to be a consistent estimateof β0,and under some further restrictions a normal approximation fo βn is established whichcan be used in constructing a large sample confidence interval of β0. Finally, in the non-normalcase a theorem about the consistency of βn is proved. Consider the model (1.6), where eij (j=1,…,Ni, i=1,2,…) are i.i.d.with mean 0 andwriance 1.Introduce a randomly weighted estimate βn defined by (1.8).Assuming e11 ~N(0, 1)and,the paper gives a necessary and sufficient condition for βn to be a consistent estimateof β0,and under some further restrictions a normal approximation fo βn is established whichcan be used in constructing a large sample confidence interval of β0. Finally, in the non-normalcase a theorem about the consistency of βn is proved.
出处 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 1994年第3期274-287,共14页 应用数学学报(英文版)
关键词 CONSISTENCY normal approximation confidence interval. Consistency, normal approximation,confidence interval.
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