What is the FDR set to for the BH method.
1
0
Entering edit mode
@cornish-joseph-nihniaid-f-5864
Last seen 10.3 years ago
Suppose when I write the results of a microarray experiment fit using limma to file. In doing this I decide to adjust the p-values using the BH method for adjusting the p-values. As I understand it, this method assesses the significance of a result assuming some prior rate of false discovery (type 1 error). I read the 1995 paper for the BH method but I am still confused on what exactly determines this rate? Is it done in a parametric way or non-paramterically? Joseph Cornish Post-Bac IRTA NIAID EVPS [[alternative HTML version deleted]]
Microarray Microarray • 964 views
ADD COMMENT
0
Entering edit mode
Naomi Altman ★ 6.0k
@naomi-altman-380
Last seen 3.7 years ago
United States
The "adjusted p-value" for the i_th smallest p-value is mp/i if this is less than 1 and greater than the "adjusted p-value" for the (i-1) smallest p-value. It is truncated at 1.0 from above and at the value for the (i-1) value below (so that it always increases as p increases). This is the estimated FDR for the list of genes you obtain if you reject all tests with p less than or equal the i_th smallest p-value. --Naomi At 12:51 PM 7/3/2013, Cornish, Joseph (NIH/NIAID) [F] wrote: >Suppose when I write the results of a microarray experiment fit >using limma to file. In doing this I decide to adjust the p-values >using the BH method for adjusting the p-values. As I understand it, >this method assesses the significance of a result assuming some >prior rate of false discovery (type 1 error). I read the 1995 paper >for the BH method but I am still confused on what exactly determines >this rate? Is it done in a parametric way or non-paramterically? > >Joseph Cornish >Post-Bac IRTA >NIAID EVPS > > > [[alternative HTML version deleted]] > >_______________________________________________ >Bioconductor mailing list >Bioconductor at r-project.org >https://stat.ethz.ch/mailman/listinfo/bioconductor >Search the archives: >http://news.gmane.org/gmane.science.biology.informatics.conductor
ADD COMMENT

Login before adding your answer.

Traffic: 535 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6