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01/04/2023
Simultaneous directional inference
We consider the problem of inference on the signs of n>1 parameters. Wit...
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12/17/2022
Inference with approximate local false discovery rates
Efron's two-group model is widely used in large scale multiple testing. ...
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12/04/2022
Inferring on joint associations from marginal associations and a reference sample
We present a method to infer on joint regression coefficients obtained f...
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10/11/2022
Protocol for an Observational Study on the Effects of Giving Births from Unintended Pregnancies on Later Life Physical and Mental Health
There has been increasing interest in studying the effect of giving birt...
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10/02/2022
Replicability Across Multiple Studies
Meta-analysis is routinely performed in many scientific disciplines. Thi...
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10/13/2021
Multiple testing of partial conjunction null hypotheses with conditional p-values based on combination test statistics
The partial conjunction null hypothesis is tested in order to discover a...
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04/03/2021
Optimal multiple testing and design in clinical trials
A central goal in designing clinical trials is to find the test that max...
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02/25/2021
Statistical Testing for Efficient Out of Distribution Detection in Deep Neural Networks
Commonly, Deep Neural Networks (DNNs) generalize well on samples drawn f...
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07/16/2019
Quantifying replicability and consistency in systematic reviews
Systematic reviews of interventions are important tools for synthesizing...
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04/18/2019
Testing for differential abundance in compositional counts data, with application to microbiome studies
In order to identify which taxa differ in the microbiome community acros...
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02/03/2019
Optimal FDR control in the two-group model
The highly influential two group model in testing a large number of stat...
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04/26/2018
Optimal Procedures for Multiple Testing Problems
Multiple testing problems are a staple of modern statistical analysis. T...
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11/01/2017