{ "_id": "6a101bccacfb0bcc41c876a1", "Package": "sdafilter", "Title": "Symmetrized Data Aggregation", "Version": "1.0.1", "Authors@R": "c(person(given = \"Lilun\",\nfamily = \"Du\",\nrole = c(\"aut\", \"cre\"),\nemail = \"lilundu@cityu.edu.hk\"),\nperson(given = \"Xu\",\nfamily = \"Guo\",\nrole = c(\"aut\")),\nperson(given = \"Wenguang\",\nfamily = \"Sun\",\nrole = c(\"aut\")),\nperson(given = \"Changliang\",\nfamily = \"Zou\",\nrole = c(\"aut\"))\n)", "Author": "Lilun Du [aut, cre], Xu Guo [aut], Wenguang Sun [aut],\nChangliang Zou [aut]", "Maintainer": "Lilun Du ", "Description": "We develop a new class of distribution free multiple\ntesting rules for false discovery rate (FDR) control under\ngeneral dependence. A key element in our proposal is a\nsymmetrized data aggregation (SDA) approach to incorporating\nthe dependence structure via sample splitting, data screening\nand information pooling. The proposed SDA filter first\nconstructs a sequence of ranking statistics that fulfill global\nsymmetry properties, and then chooses a data driven threshold\nalong the ranking to control the FDR. For more information, see\nthe website below and the accompanying paper: Du et al. (2023),\n\"False Discovery Rate Control Under General Dependence By\nSymmetrized Data Aggregation\",\n. Some optional\nfunctionality uses the archived R packages ‘huge’ and ‘pfa’,\nwhich are not available from CRAN’s main repositories. Users\nwho need this optional functionality can obtain them from the\nCRAN Archive as follows: ‘huge’ at\n; ‘pfa’\nat .", "License": "GPL (>= 2)", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-14 08:45:46 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-02-13 17:11:33 UTC", "RemoteUrl": "https://github.com/cran/sdafilter", "RemoteRef": "HEAD", "RemoteSha": "eb85c5c754e67e6eb5c58b5a9e3e067dfef90d95", "MD5sum": "be1420a067898c74980b97b391963265", "_user": "cran", "_type": "src", "_file": "sdafilter_1.0.1.tar.gz", "_fileid": "c2cd0db2f8a02debb2eed1aad40c34aeaf3c73427fbba07acbe59560844d7022", "_filesize": 110784, "_sha256": "c2cd0db2f8a02debb2eed1aad40c34aeaf3c73427fbba07acbe59560844d7022", "_created": "2026-05-14T08:45:46.000Z", "_published": "2026-05-22T09:03:08.906Z", "_distro": "noble", "_jobs": [ { "job": 77348901098, "time": 103, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6990628126" }, { "job": 77348901455, "time": 125, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6990633517" }, { "job": 77348900851, "time": 261, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6990599741" }, { "job": 77348900540, "time": 109, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7156781540" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/25850632292", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/sdafilter", "_commit": { "id": "eb85c5c754e67e6eb5c58b5a9e3e067dfef90d95", "author": "Lilun Du ", "committer": "cran-robot ", "message": "version 1.0.1\n", "time": 1771002693 }, "_maintainer": { "name": "Lilun Du", "email": "lilundu@cityu.edu.hk" }, "_registered": true, "_dependencies": [ { "package": "glmnet", "role": "Imports" }, { "package": "glasso", "role": "Imports" }, { "package": "POET", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "selectiveInference", "role": "Imports" }, { "package": "testthat", "version": ">= 2.1.0", "role": "Suggests" }, { "package": "huge", "role": "Suggests" }, { "package": "pfa", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-07", "n": 1 } ], "_tags": [ { "name": "1.0.1", "date": "2026-02-13" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 175, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sdafilter" }, "_mentions": 1, "_searchresults": 3, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/sdafilter.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2020-03-19" }, { "version": "1.0.1", "date": "2026-02-16" } ], "_exports": [ "SDA_2S", "SDA_M" ], "_help": [ { "page": "SDA_2S", "title": "Symmetrized Data Aggregation for two-sample t-test", "topics": [ "SDA_2S" ] }, { "page": "SDA_M", "title": "Symmetrized Data Aggregation for one-sample t-test", "topics": [ "SDA_M" ] } ], "_rundeps": [ "adaptMCMC", "coda", "codetools", "foreach", "glasso", "glmnet", "intervals", "iterators", "lattice", "MASS", "Matrix", "POET", "ramcmc", "Rcpp", "RcppArmadillo", "RcppEigen", "selectiveInference", "shape", "survival" ], "_score": 1, "_indexed": true, "_nocasepkg": "sdafilter", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.1", "date": "2026-05-14T08:47:34.000Z", "distro": "noble", "commit": "eb85c5c754e67e6eb5c58b5a9e3e067dfef90d95", "fileid": "fb7e04415f7c073648fa61910d43b7cf0c83ee9dc633a8d27e6bdca0a5e4a91a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25850632292" }, { "r": "4.6.0", "os": "linux", "version": "1.0.1", "date": "2026-05-14T08:47:52.000Z", "distro": "noble", "commit": "eb85c5c754e67e6eb5c58b5a9e3e067dfef90d95", "fileid": "3d02af51ae1a43357ebb5d97e2ff2758acf5f8be0bcc6f4526496af92164b9ba", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25850632292" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.1", "date": "2026-05-22T09:02:53.000Z", "commit": "eb85c5c754e67e6eb5c58b5a9e3e067dfef90d95", "fileid": "95f55fc059c249a24ea562c56b219c8b3243709b4520e3387fc48d35a9f643d3", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/25850632292" } ] }