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A Derivation of Conditional Cumulants in Exponential Models

 

作者: ShaulK. Bar-Lev,  

 

期刊: The American Statistician  (Taylor Available online 1994)
卷期: Volume 48, issue 2  

页码: 126-129

 

ISSN:0003-1305

 

年代: 1994

 

DOI:10.1080/00031305.1994.10476040

 

出版商: Taylor & Francis Group

 

关键词: Conditional moments;Natural exponential family

 

数据来源: Taylor

 

摘要:

LetT= (T1,…,Tk;k≥ 2) be a minimal sufficient statistic for ak-parameter natural exponential model. Consider a partition ofTinto (T1,T2), whereT1= (T1,…,Tr) andT2= (Tr+1,…,Tk; 1 <r≤k). It is shown that cumulants of the conditional distribution ofT1, givenT2=t2, can be computed through the marginal distribution ofT2and the norming constant that makes the model a probability model. The results are illustrated by a few examples.

 

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