Search Results for author: David S. Robertson

Found 4 papers, 3 papers with code

Online FDR Control for RNAseq Data

1 code implementation5 Jun 2022 Lathan Liou, Milena Hornburg, David S. Robertson

Results: We show that standard offline approaches have variable control of FDR of related RNAseq experiments over time and a naively composed approach may improperly change historic decisions.

Some performance considerations when using multi-armed bandit algorithms in the presence of missing data

no code implementations8 May 2022 Xijin Chen, Kim May Lee, Sofia S. Villar, David S. Robertson

In practice, it also affects their implementation where the simplest approach to overcome this is to continue to sample according to the original bandit algorithm, ignoring missing outcomes.

Imputation

Graphical approaches for the control of generalised error rates

1 code implementation3 Apr 2020 David S. Robertson, James M. S. Wason, Frank Bretz

When simultaneously testing multiple hypotheses, the usual approach in the context of confirmatory clinical trials is to control the familywise error rate (FWER), which bounds the probability of making at least one false rejection.

Methodology 62-7

Online control of the false discovery rate in biomedical research

1 code implementation19 Sep 2018 David S. Robertson, James M. S. Wason

Recently, the first procedures that control the FDR in this online manner have been proposed by Javanmard and Montanari (Ann.

Methodology Applications 62-07

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