Estimation of a monotone density in \(s\)-sample biased sampling models (Q1800796)
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scientific article; zbMATH DE number 6964328
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Estimation of a monotone density in \(s\)-sample biased sampling models |
scientific article; zbMATH DE number 6964328 |
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Estimation of a monotone density in \(s\)-sample biased sampling models (English)
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24 October 2018
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This paper deals with the estimation of a decreasing density function in a general \(s\)-sample biased sampling model. The authors determine the monotone maximum likelihood estimator and its asymptotic distribution, yielding existence, uniqueness and consistency under suitable assumptions.
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density estimation
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empirical process theory
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Karush-Kuhn-Tucker conditions
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nonparametric estimation
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order statistics from multiple samples
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self-induced characterization
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shape-constrained problem
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\(s\)-sample biased sampling
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0.9250207
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0.9100709
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0.88324654
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0.8825469
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