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05/30/2023
ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models
We study the domain adaptation problem with label shift in this work. Un...
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04/12/2022
Specifying Prior Distributions in Reliability Applications
Especially when facing reliability data with limited information (e.g., ...
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09/28/2021
Constructing Prediction Intervals Using the Likelihood Ratio Statistic
Statistical prediction plays an important role in many decision processe...
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11/05/2020
Prediction of Future Failures for Heterogeneous Reliability Field Data
This article introduces methods for constructing prediction bounds or in...
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11/05/2020
Methods to Compute Prediction Intervals: A Review and New Results
This paper reviews two main types of prediction interval methods under a...
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07/16/2020