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- W1548081897 abstract "This paper discusses shrinkage estimation in nonparametric Bayesian survival analysis using censored data. The shrinkage estimators proposed are based on estimating the parameter measure of a prior Dirichlet process in a nonparametric Bayesian survival curve estimator which is the posterior mean of this process. The shrinkage is toward a prior family of exponential survival curves. The estimators are then compared by simulation with the wholly nonparametric estimator of Kaplan-Meier and the maximum likelihood estimator for the exponential family. These comparisons are done in cases where the exponential assumption is both" @default.
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- W1548081897 date "1980-01-01" @default.
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- W1548081897 title "Shrinkage estimation in nonparametric Bayesian survival analysis: a simulation study" @default.
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- W1548081897 doi "https://doi.org/10.1080/03610918008812154" @default.
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