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08/10/2023
Rank tests for outlier detection
In novelty detection, the objective is to determine whether the test sam...
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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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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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07/27/2022
Conditional Versus Unconditional Approaches to Selective Inference
We investigate a class of methods for selective inference that condition...
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06/29/2022
conformalInference.multi and conformalInference.fd: Twin Packages for Conformal Prediction
Building on top of a regression model, Conformal Prediction methods prod...
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02/28/2021
Multi Split Conformal Prediction
Split conformal prediction is a computationally efficient method for per...
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05/11/2020
Comparing three groups
We revisit simple and powerful methods for multiple pairwise comparisons...
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01/06/2020
Closed testing with Globaltest with applications on metabolomics data
We derive a shortcut for closed testing with Globaltest, which is powerf...
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01/15/2019
Only Closed Testing Procedures are Admissible for Controlling False Discovery Proportions
We consider the class of all multiple testing methods controlling tail p...
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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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10/23/2017