Covariate adaptive familywise error rate control for genome|wide ...

Covariate adaptive familywise error rate control for genome-wide ...

Here, we propose a novel covariate-adaptive procedure to control the familywise error rate that incorporates external covariates which are ...

Covariate Adaptive Family-wise Error Rate Control for Genome ...

Here we propose a novel covariate-adaptive FWER-controlling procedure that incorporates external covariates which are potentially informative of ...

Covariate adaptive familywise error rate control for genome-wide ...

The familywise error rate has been widely used in genome-wide association studies. With the increasing availability of functional genomics data, ...

Covariate Adaptive Family-wise Error Rate Control for Genome ...

The family-wise error rate (FWER) has been widely used in genome-wide association studies. With the increasing availability of functional ...

Covariate adaptive familywise error rate control for genome-wide ...

Summary The familywise error rate has been widely used in genome-wide association studies. With the increasing availability of functional genomics data, ...

Covariate adaptive familywise error rate control for genome-wide ...

A novel covariate-adaptive procedure to control the familywise error rate that incorporates external covariates which are potentially ...

Covariate adaptive familywise error rate control for genome-wide ...

Dive into the research topics of 'Covariate adaptive familywise error rate control for genome-wide association studies'. Together they form a unique fingerprint ...

JSM 2020 Online Program - American Statistical Association

Abstract Details ; Abstract #311052 ; Title: Covariate Adaptive Family-Wise Error Rate Control for Genome-Wide Association Studies ; Author(s):, Huijuan Zhou* and ...

Online control of the familywise error rate (Journal Article) | NSF ...

Previous efforts to accommodate covariates in multiple testing focused on false discovery rate control, while covariate-adaptive procedures controlling the ...

camt.fwer: Perform the covariate-adaptive family-wise error rate control

The function implements a scalable, flexible, robust and powerful FWER control method for large-scale multiple testing exploiting the auxiliary covariates.

Improved family-wise error rate control in multiple equivalence testing

FWER control greatly reduces the probability of making false claims of equivalence. •. Adaptive Bonferroni outperforms substantially other FWER-controlling ...

Leveraging biological and statistical covariates improves the ...

Two statistical approaches have been developed to address multiple testing: family-wise error rate (FWER) and false discovery rate (FDR) control ...

A selective inference approach for false discovery rate control using ...

We explore one such method, adaptive P-value thresholding (AdaPT), in the framework of genome-wide association studies (GWAS) and gene expression/coexpression ...

False Discovery Rate

Typically, multiple comparison procedures control for the family-wise error rate (FWER) instead, which is the probability of having one or more false positives ...

[PDF] Fast and covariate-adaptive method amplifies detection power ...

Covariate adaptive familywise error rate control for genome-wide association studies. · Biology, Computer Science. Biometrika · 2021.

jchen1981/CAMT: Covariate Adaptive Multiple Testing - GitHub

The CAMT package implements two covariate adaptive multiple testing procedures (FDR and FWER) described in Covariate Adaptive False Discovery Rate Control.

2dGBH: Two-dimensional group Benjamini–Hochberg procedure for ...

Such omics-wide association testing involves large-scale multiple testing and multiple testing procedures such as false discovery rate (FDR) ...

Familywise Error Rate Control by Interactive Unmasking

We first introduce the side information, which is available before the test in the form of covariates xi as an arbitrary vector (mix of binary, real-valued, ...

Covariate Powered Cross-Weighted Multiple Testing

Finite sample guarantees, for example false discovery rate control, are derived from cross-weighting, a data-splitting approach that enables learning the weight ...

A practical guide to methods controlling false discoveries in ...

Most classically, methods which control the family-wise error rate (FWER), or probability of at least one false discovery, have been ...