Package: sdafilter 1.0.0
Lilun Du
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. (2020), "False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation", <arxiv:2002.11992>.
Authors:
sdafilter_1.0.0.tar.gz
sdafilter_1.0.0.tar.gz(r-4.5-noble)sdafilter_1.0.0.tar.gz(r-4.4-noble)
sdafilter_1.0.0.tgz(r-4.4-emscripten)sdafilter_1.0.0.tgz(r-4.3-emscripten)
sdafilter.pdf |sdafilter.html✨
sdafilter/json (API)
| # Install 'sdafilter' in R: |
| install.packages('sdafilter', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 years agofrom:9643e0ada2. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 05 2024 |
| R-4.5-linux | OK | Dec 05 2024 |
Exports:SDA_M
Dependencies:clicodetoolscpp11foreachglassoglmnetgluehugeigraphiteratorslatticelifecyclemagrittrMASSMatrixpkgconfigPOETRcppRcppEigenrlangshapesurvivalvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Symmetrized Data Aggregation | SDA_M |