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08/21/2023
Harnessing The Collective Wisdom: Fusion Learning Using Decision Sequences From Diverse Sources
Learning from the collective wisdom of crowds enhances the transparency ...
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08/11/2023
Empirical Bayes Estimation with Side Information: A Nonparametric Integrative Tweedie Approach
We investigate the problem of compound estimation of normal means while ...
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06/12/2023
Large-Scale Multiple Testing of Composite Null Hypotheses Under Heteroskedasticity
Heteroskedasticity poses several methodological challenges in designing ...
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04/26/2023
Bootstrapped Edge Count Tests for Nonparametric Two-Sample Inference Under Heterogeneity
Nonparametric two-sample testing is a classical problem in inferential s...
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08/08/2022
Do financial regulators act in the public's interest? A Bayesian latent class estimation framework for assessing regulatory responses to banking crises
When banks fail amidst financial crises, the public criticizes regulator...
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03/05/2020
A Nearest-Neighbor Based Nonparametric Test for Viral Remodeling in Heterogeneous Single-Cell Proteomic Data
An important problem in contemporary immunology studies based on single-...
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10/20/2019
A General Framework for Empirical Bayes Estimation in Discrete Linear Exponential Family
We develop a Nonparametric Empirical Bayes (NEB) framework for compound ...
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11/29/2018