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

Fast and covariate-adaptive method amplifies detection power in ...

Multiple hypothesis testing is an essential component of modern data science. In many settings, in addition to the p-value, ...

(PDF) Fast and covariate-adaptive method amplifies detection ...

PDF | Multiple hypothesis testing is an essential component of modern data science. In many settings, in addition to the p-value, ...

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

The authors develop AdaFDR, a new statistical method for multiple hypothesis testing that adaptively learns the decision threshold and amplifies the ...

Fast and covariate-adaptive method amplifies detection power in ...

Multiple hypothesis testing is an essential component of modern data science. In many settings, in addition to the p-value, additional covariates for each ...

Fast and covariate-adaptive method amplifies detection power in ...

Multiple hypothesis testing is an essential component of modern data science. In many settings, in addition to the p -value, additional covariates for each ...

Fast and covariate-adaptive method amplifies detection power in ...

Fast and covariate-adaptive method amplifies detection power in large-scale multiple hypothesis testing. Nat Commun. 2019 Jul 31;10(1):3433. doi: 10.1038/ ...

AdaFDR: a Fast, Powerful and Covariate-Adaptive ... - bioRxiv

Data-driven hypothesis weighting increases detection power in genome-scale multiple testing. Nat. methods 13, 577–580 (2016). 13. Ignatiadis ...

AdaPT-GMM: Powerful and robust covariate-assisted multiple testing

Fast and covariate-adaptive method amplifies detection power in large-scale multiple hypothesis testing. Nature Communications, 10, 12 2019 ...

Multiple testing with the structure‐adaptive Benjamini–Hochberg ...

Fast and covariate-adaptive method amplifies detection power in large-scale multiple hypothesis testing · Computer Science. Nature Communications · 2019.

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

The proposed method belongs to the general topic of using auxiliary data to increase power in multiple testing, which has been an active ...

AdaFDR: a Fast, Powerful and Covariate-Adaptive Approach to ...

Data-driven hypothesis weighting increases detection power in genome-scale multiple testing. Nat. methods 13, 577–580 (2016). OpenUrlGoogle ...

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

Click here for additional data file. (479.8KB, pdf) ... Fast and covariate-adaptive method amplifies detection power in large-scale multiple hypothesis testing.

Covariate Powered Cross-Weighted Multiple Testing

... quickly drops below the nominal α and as a consequence, power ... covariate-adaptive method amplifies detection power in large-scale multiple hypothesis testing.

Fast and covariate-adaptive method amplifies detection power in ...

AbstractMultiple hypothesis testing is an essential component of modern data science. In many settings, in addition to thep-value, additional covariates for ...

Leveraging biological and statistical covariates improves the ...

Covariate-adaptive FDR control methods with informative covariates can significantly increase the detection power for EWAS. For sparse signals, IHW and CAMT ...

False Discovery Rate Control With Groups - Taylor & Francis Online

Fast and covariate-adaptive method amplifies detection power in large-scale multiple hypothesis testing ... Download PDF. Related research.

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

Huber, Data-driven hypothesis weighting increases detection power in genome-scale multiple testing. ... Zou, Fast and covariate-adaptive method ...

Covariate powered cross- weighted multiple testing

(2019) Fast and covariate- adaptive method amplifies detection power in large- scale mul- tiple hypothesis testing. Nature Communications ...

Adaptive procedures for directional false discovery rate control

Abstract: In multiple hypothesis testing, it is well known that adaptive procedures can enhance power via incorporating information about the.

Adaptive False Discovery Rate Control with Privacy Guarantee - arXiv

“Data-driven hypothesis weighting increases detection power in genome-scale multiple testing.” Nature methods, 13(7), 577–580. Kamm, L ...