modified maximum likelihood estimator
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scholarly journals Odds Ratios Estimation of Rare Event in Binomial Distribution

2016 ◽  
Vol 2016 ◽  
pp. 1-8
Author(s):  
Kobkun Raweesawat ◽  
Yupaporn Areepong ◽  
Katechan Jampachaisri ◽  
Saowanit Sukparungsee
Keyword(s):  
Empirical Bayes ◽  
Rare Event ◽  
The Other ◽  
Odds Ratios ◽  
Likelihood Estimator ◽  
Bayes Method ◽  
Modified Maximum Likelihood ◽  
Binomial Distributions ◽  
Empirical Bayes Method ◽  
Modified Maximum Likelihood Estimator

We introduce the new estimator of odds ratios in rare events using Empirical Bayes method in two independent binomial distributions. We compare the proposed estimates of odds ratios with two estimators, modified maximum likelihood estimator (MMLE) and modified median unbiased estimator (MMUE), using the Estimated Relative Error (ERE) as a criterion of comparison. It is found that the new estimator is more efficient when compared to the other methods.

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