{ "_id": "6ac22c8f773a0037682c2ff9", "Type": "Package", "Package": "weightedGCM", "Title": "Weighted Generalised Covariance Measure Conditional Independence\nTest", "Version": "0.1.2", "Authors@R": "c(person(given = \"Cyrill\",\nfamily = \"Scheidegger\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"cyscheidegger@gmail.com\"),\nperson(given = \"Julia\",\nfamily = \"Hoerrmann\",\nrole = \"ths\"),\nperson(given = \"Peter\",\nfamily = \"Buehlmann\",\nrole = \"ths\"),\nperson(given = \"Jonas\",\nfamily = \"Peters\",\nrole = c(\"ctb\", \"cph\"),\ncomment = \"Parts of the code are inspired by similar functions from the R package\n'GeneralisedCovarianceMeasure' by Jonas Peters and Rajen D. Shah\"),\nperson(given = \"Rajen D.\",\nfamily = \"Shah\",\nrole = c(\"ctb\", \"cph\"),\ncomment = \"Parts of the code are inspired by similar functions from the R package\n'GeneralisedCovarianceMeasure' by Jonas Peters and Rajen D. Shah\"))", "Description": "A conditional independence test that can be applied both\nto univariate and multivariate random variables. The test is\nbased on a weighted form of the sample covariance of the\nresiduals after a nonlinear regression on the conditioning\nvariables. Details are described in Scheidegger, Hoerrmann and\nBuehlmann (2022) \"The Weighted Generalised Covariance Measure\"\n. The test is a\ngeneralisation of the Generalised Covariance Measure (GCM)\nimplemented in the R package 'GeneralisedCovarianceMeasure' by\nJonas Peters and Rajen D. Shah based on Shah and Peters (2020)\n\"The Hardness of Conditional Independence Testing and the\nGeneralised Covariance Measure\" .", "License": "GPL-2", "Config/testthat/edition": "3", "Encoding": "UTF-8", "Config/roxygen2/version": "8.1.0", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-04 10:34:45 UTC", "User": "root" }, "Author": "Cyrill Scheidegger [aut, cre, cph], Julia Hoerrmann [ths],\nPeter Buehlmann [ths], Jonas Peters [ctb, cph] (Parts of the\ncode are inspired by similar functions from the R package\n'GeneralisedCovarianceMeasure' by Jonas Peters and Rajen D.\nShah), Rajen D. Shah [ctb, cph] (Parts of the code are inspired\nby similar functions from the R package\n'GeneralisedCovarianceMeasure' by Jonas Peters and Rajen D.\nShah)", "Maintainer": "Cyrill Scheidegger ", "Config/pak/sysreqs": "make", "Repository": "https://cyrillsch.r-universe.dev", "Date/Publication": "2026-09-04 09:45:50 UTC", "RemoteUrl": "https://github.com/cran/weightedGCM", "RemoteRef": "HEAD", "RemoteSha": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "_user": "cyrillsch", "_type": "src", "_file": "weightedGCM_0.1.2.tar.gz", "_fileid": "https://r2.ropensci.org/a9e277d2c94664191aab75dd3d1e72c48ad7e0e78d582fa2dba8bfdf0e1358c8", "_filesize": 91212, "_sha256": "a9e277d2c94664191aab75dd3d1e72c48ad7e0e78d582fa2dba8bfdf0e1358c8", "_expires": "2027-01-12T10:38:05.000Z", "_created": "2026-10-04T10:34:45.000Z", "_published": "2026-10-04T10:38:07.348Z", "_jobs": [ { "job": 111417365323, "time": 133, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11301236527" }, { "job": 111417365303, "time": 167, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11301236578" }, { "job": 111417365265, "time": 160, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11300972161" }, { "job": 111417365275, "time": 165, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11301022022" }, { "job": 111416937336, "time": 148, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11300628359" }, { "job": 111417365256, "time": 88, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11301186559" }, { "job": 111417365283, "time": 89, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11301011945" }, { "job": 111417365363, "time": 62, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11301196460" }, { "job": 111417365272, "time": 67, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11301256186" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cyrillsch/actions/runs/37195667972", "_status": "success", "_upstream": "https://github.com/cran/weightedGCM", "_commit": { "id": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "author": "Cyrill Scheidegger ", "committer": "cran-robot ", "message": "version 0.1.2\n", "time": 1788515150 }, "_maintainer": { "name": "Cyrill Scheidegger", "email": "cyscheidegger@gmail.com", "login": "cyrillsch", "description": "", "uuid": 152972630 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "methods", "role": "Imports" }, { "package": "mgcv", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "xgboost", "version": ">= 3.1.2.1", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-50", "n": 1 }, { "week": "2026-36", "n": 1 } ], "_tags": [ { "name": "0.1.1", "date": "2025-12-12" }, { "name": "0.1.2", "date": "2026-09-04" } ], "_stars": 2, "_contributors": [ { "user": "cyrillsch", "count": 3, "uuid": 152972630 } ], "_userbio": { "uuid": 152972630, "type": "user", "name": "cyrillsch", "followers": 5 }, "_downloads": { "count": 369, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/weightedGCM" }, "_searchresults": 10, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/weightedGCM.html" ], "_realowner": "cyrillsch", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2021-11-29" }, { "version": "0.1.1", "date": "2025-12-12" }, { "version": "0.1.2", "date": "2026-09-08" } ], "_exports": [ "wgcm.est", "wgcm.fix" ], "_help": [ { "page": "wgcm.est", "title": "Weighted Generalised Covariance Measure (WGCM) With Estimated Weight Function Conditional Independence Test", "topics": [ "wgcm.est" ] }, { "page": "wgcm.fix", "title": "Weighted Generalised Covariance Measure (WGCM) With Fixed Weight Functions Conditional Independence Test", "topics": [ "wgcm.fix" ] } ], "_readme": "https://github.com/cran/weightedGCM/raw/HEAD/README.md", "_rundeps": [ "data.table", "jsonlite", "lattice", "Matrix", "mgcv", "nlme", "xgboost" ], "_score": 2.3010299956639813, "_indexed": true, "_nocasepkg": "weightedgcm", "_universes": [ "cyrillsch" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.2", "date": "2026-10-04T10:36:40.000Z", "distro": "resolute", "commit": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "fileid": "https://r2.ropensci.org/bcb2ff252254375497bab90a65fec2dfad63b135afd2e4bc5a12e05e3bdac2a3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cyrillsch/actions/runs/37195667972" }, { "r": "4.6.1", "os": "linux", "version": "0.1.2", "date": "2026-10-04T10:37:16.000Z", "distro": "resolute", "commit": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "fileid": "https://r2.ropensci.org/649d5a0df7f2d24138d127e6f6562c91886a639762d68042bf68aaeed5655da5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cyrillsch/actions/runs/37195667972" }, { "r": "4.5.3", "os": "mac", "version": "0.1.2", "date": "2026-10-04T10:36:57.000Z", "commit": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "fileid": "https://r2.ropensci.org/aba4054f538b1b94e5842bed844730ba807f6f4189ec1d4297129d89058d2430", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cyrillsch/actions/runs/37195667972" }, { "r": "4.6.1", "os": "mac", "version": "0.1.2", "date": "2026-10-04T10:36:51.000Z", "commit": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "fileid": "https://r2.ropensci.org/86b298f4ab42b62d36e273664d4fb8f7ea233243a07702d57ff6f2da7df166af", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cyrillsch/actions/runs/37195667972" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.2", "date": "2026-10-04T10:36:28.000Z", "commit": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "fileid": "https://r2.ropensci.org/4a2b3cb0de752d76f271b02b683fc1f788c5684421f194516e973fcd90399d8b", "status": "success", "buildurl": "https://github.com/r-universe/cyrillsch/actions/runs/37195667972" }, { "r": "4.7.0", "os": "win", "version": "0.1.2", "date": "2026-10-04T10:35:52.000Z", "commit": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "fileid": "https://r2.ropensci.org/ed35ad6e5cb98e452aafd1f9ae92241b7d0e789263c54c384dfeed7f4d4c9ff2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cyrillsch/actions/runs/37195667972" }, { "r": "4.5.3", "os": "win", "version": "0.1.2", "date": "2026-10-04T10:35:40.000Z", "commit": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "fileid": "https://r2.ropensci.org/b4f2fe02ae698f60d490f6a30f3fb64bb6334c444e150cfaf8b57a76310182b3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cyrillsch/actions/runs/37195667972" }, { "r": "4.6.1", "os": "win", "version": "0.1.2", "date": "2026-10-04T10:35:36.000Z", "commit": "db3c1f74f4530046946cbb3f5e87b3dfb4e94828", "fileid": "https://r2.ropensci.org/43e0f315f21a0d18df078aaa4c4df16a3fb5c5f1cbd6270a6789c18890fce575", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cyrillsch/actions/runs/37195667972" } ] }