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Efficient sequential estimation in multiplicative counting processes
Authors:D S Bai  J S Jang
Institution:1. Korea advanced institute of science and technolgy , seoul, Korea;2. Ajou University , Suwon, Korea
Abstract:The problem of efficient sequential estimation is counting processes with multiplicative intensity processes is considered. A sequential version of Cramér-Rao type information inequality is obtained and all the 'efficient' triples (S, f, g) are characterized: the variance of an unbiased estimator f for g attains the lower bound under a sampling plan S. Applications to Poisson processes, Markov processes, birth and death processes and Markov branching processes with immigration are also considered.
Keywords:counting process  intensity process  information inequality  efficient estimation  stopping time  closed sampling plan  efficient triple
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