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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 |
| 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 |
| Reference manual: | APFr.pdf |
| Package source: | APFr_1.0.2.tar.gz |
| Windows binaries: | r-devel: APFr_1.0.2.zip, r-release: APFr_1.0.2.zip, r-oldrel: APFr_1.0.2.zip |
| macOS binaries: | r-release (arm64): APFr_1.0.2.tgz, r-oldrel (arm64): APFr_1.0.2.tgz, r-release (x86_64): APFr_1.0.2.tgz, r-oldrel (x86_64): APFr_1.0.2.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.