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12/24/2022
Simultaneous false discovery proportion bounds via knockoffs and closed testing
We propose new methods to obtain simultaneous false discovery proportion...
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09/28/2022
Inference in generalized linear models with robustness to misspecified variances
Generalized linear models usually assume a common dispersion parameter. ...
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08/24/2022
Flexible control of the median of the false discovery proportion
We introduce a multiple testing method that controls the median of the p...
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08/09/2022
Cluster extent inference revisited: quantification and localization of brain activity
Cluster inference based on spatial extent thresholding is the most popul...
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06/27/2022
Adaptive Cluster Thresholding with Spatial Activation Guarantees Using All-resolutions Inference
Classical cluster inference is hampered by the spatial specificity parad...
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05/25/2022
Resampling-Based Multisplit Inference for High-Dimensional Regression
We propose a novel resampling-based method to construct an asymptoticall...
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02/23/2021
Permutation-based true discovery guarantee by sum tests
Sum-based global tests are highly popular in multiple hypothesis testing...
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12/05/2019
Another look at the Lady Tasting Tea and permutation-based randomization tests
Fisher's famous Lady Tasting Tea experiment is often referred to as the ...
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09/09/2019
Robust testing in generalized linear models by sign-flipping score contributions
Generalized linear models are often misspecified due to overdispersion, ...
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12/11/2018
Simultaneous Confidence Intervals for Ranks With Application to Ranking Institutions
When a ranking of institutions such as medical centers or universities i...
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08/16/2018
Permutation-based simultaneous confidence bounds for the false discovery proportion
When multiple hypotheses are tested, interest is often in ensuring that ...
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06/04/2018