APFr: Multiple Testing Approach using Average Power Function (APF) and Bayes FDR Robust Estimation (original) (raw)
Implements a multiple testing approach to the choice of a threshold gamma on the p-values using the Average Power Function (APF) and Bayes False Discovery Rate (FDR) robust estimation. Function apf_fdr() estimates both quantities from either raw data or p-values. Function apf_plot() produces smooth graphs and tables of the relevant results. Details of the methods can be found in Quatto P, Margaritella N, et al. (2019) <doi:10.1177/0962280219844288>.
Version: | 1.0.2 |
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Depends: | R (≥ 3.5.0) |
Imports: | stats (≥ 3.5.2), graphics (≥ 3.5.2) |
Published: | 2019-06-18 |
DOI: | 10.32614/CRAN.package.APFr |
Author: | Nicolò Margaritella [cre, aut], Piero Quatto [aut] |
Maintainer: | Nicolò Margaritella <N.Margaritella at sms.ed.ac.uk> |
License: | GPL-3 |
NeedsCompilation: | no |
In views: | Bayesian |
CRAN checks: | APFr results |
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