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sdafilter

Symmetrized Data Aggregation

We develop a new class of distribution free multiple testing rules for false discovery rate (FDR) control under general dependence. A key element in our proposal is a symmetrized data aggregation (SDA) approach to incorporating the dependence structure via sample splitting, data screening and information pooling. The proposed SDA filter first constructs a sequence of ranking statistics that fulfill global symmetry properties, and then chooses a data driven threshold along the ranking to control the FDR. For more information, see the website below and the accompanying paper: Du et al. (2023), "False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation", <doi:10.1080/01621459.2021.1945459>. Some optional functionality uses the archived R packages ‘huge’ and ‘pfa’, which are not available from CRAN’s main repositories. Users who need this optional functionality can obtain them from the CRAN Archive as follows: ‘huge’ at <https://cran.r-project.org/src/contrib/Archive/huge/>; ‘pfa’ at <https://cran.r-project.org/src/contrib/Archive/pfa/>.

Versions across snapshots

VersionRepositoryFileSize
1.0.1 rolling linux/jammy R-4.5 sdafilter_1.0.1.tar.gz 40.8 KiB
1.0.1 rolling linux/noble R-4.5 sdafilter_1.0.1.tar.gz 40.8 KiB
1.0.1 rolling source/ R- sdafilter_1.0.1.tar.gz 6.9 KiB
1.0.1 latest linux/jammy R-4.5 sdafilter_1.0.1.tar.gz 40.8 KiB
1.0.1 latest linux/noble R-4.5 sdafilter_1.0.1.tar.gz 40.8 KiB
1.0.1 latest source/ R- sdafilter_1.0.1.tar.gz 6.9 KiB
1.0.1 2026-04-26 source/ R- sdafilter_1.0.1.tar.gz 6.9 KiB
1.0.1 2026-04-23 source/ R- sdafilter_1.0.1.tar.gz 6.9 KiB
1.0.1 2026-04-09 windows/windows R-4.5 sdafilter_1.0.1.zip 43.2 KiB
1.0.0 2025-04-20 source/ R- sdafilter_1.0.0.tar.gz 3.8 KiB

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