Bayesian estimator of a change point in the hazard function (Q1649185)

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scientific article; zbMATH DE number 6898796
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Bayesian estimator of a change point in the hazard function
scientific article; zbMATH DE number 6898796

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    Bayesian estimator of a change point in the hazard function (English)
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    5 July 2018
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    Summary: This article presents a new approach for obtaining the change point in the hazard function. The proposed approach is developed with the Bayesian estimator. Using a simulation study, mean value and mean square error (MSE) of proposed estimator are obtained and compared with the mean and MSE of traditional estimators. It is showed that the proposed estimator is more efficient than the traditional estimators in many cases. Furthermore, a numerical example is discussed to demonstrate the practice of the proposed estimator.
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    Bayesian estimator
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    change point
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    constant hazard
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    survival analysis
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