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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