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Parametric Tests and Estimation of Mean Change in Discrete DistributionsParametric Tests and Estimation of Mean Change in Discrete Distributions

Other Titles
Parametric Tests and Estimation of Mean Change in Discrete Distributions
Authors
김재희전수영
Issue Date
2009
Publisher
한국통계학회
Keywords
Binomial distribution; change-point; likelihood; mean change; Ornstein-Uhlenbeck process; Poisson distribution
Citation
Communications for Statistical Applications and Methods, v.16, no.3, pp.511 - 518
Indexed
KCI
Journal Title
Communications for Statistical Applications and Methods
Volume
16
Number
3
Start Page
511
End Page
518
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/121218
ISSN
2287-7843
Abstract
We consider the problem of testing for change and estimating the unknown change-point in a sequence of time-ordered observations from the binomial and Poisson distributions. Including the likelihood ratio test, Gombay and Horvath (1990) tests are studied and the proposed change-point estimator is derived from their test statistic. A power study of tests and a comparison study of change-point estimators are done via simulation.
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