{ "_id": "6a62162135834fefe99ec48e", "Package": "CompareCausalNetworks", "Type": "Package", "Title": "Interface to Diverse Estimation Methods of Causal Networks", "Version": "0.2.6.2", "Date": "2020-02-17", "Author": "Christina Heinze-Deml , Nicolai\nMeinshausen ", "Maintainer": "Christina Heinze-Deml ", "Description": "Unified interface for the estimation of causal networks,\nincluding the methods 'backShift' (from package 'backShift'),\n'bivariateANM' (bivariate additive noise model), 'bivariateCAM'\n(bivariate causal additive model), 'CAM' (causal additive\nmodel) (from package 'CAM'; the package is temporarily\nunavailable on the CRAN repository; formerly available versions\ncan be obtained from the archive), 'hiddenICP' (invariant\ncausal prediction with hidden variables), 'ICP' (invariant\ncausal prediction) (from package 'InvariantCausalPrediction'),\n'GES' (greedy equivalence search), 'GIES' (greedy\ninterventional equivalence search), 'LINGAM', 'PC' (PC\nAlgorithm), 'FCI' (fast causal inference), 'RFCI' (really fast\ncausal inference) (all from package 'pcalg') and regression.", "License": "GPL", "LazyData": "true", "URL": "https://github.com/christinaheinze/CompareCausalNetworks", "BugReports": "https://github.com/christinaheinze/CompareCausalNetworks/issues", "RoxygenNote": "7.0.2", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-23 13:18:36 UTC", "User": "root" }, "Repository": "https://cranhaven.r-universe.dev", "Date/Publication": "2026-07-23 01:02:00 UTC", "RemoteUrl": "https://github.com/cranhaven/cranhaven.r-universe.dev", "RemoteRef": "package/CompareCausalNetworks", "RemoteSha": "31d8fed0e213caa4116a2761abf9b33990f73933", "RemoteSubdir": "CompareCausalNetworks", "_user": "cranhaven", "_type": "src", "_file": "CompareCausalNetworks_0.2.6.2.tar.gz", "_fileid": "https://r2.ropensci.org/f3f54a31e1fe6536a3d5944432de44c8a9c0ad4a333f8f9257cd488ce8267199", "_filesize": 264636, "_sha256": "f3f54a31e1fe6536a3d5944432de44c8a9c0ad4a333f8f9257cd488ce8267199", "_expires": "2026-10-31T13:24:48.000Z", "_created": "2026-07-23T13:18:36.000Z", "_published": "2026-07-23T13:24:49.801Z", "_jobs": [ { "job": 89217638776, "time": 187, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8564984760" }, { "job": 89217638818, "time": 180, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8564981677" }, { "job": 89217638742, "time": 108, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8565056431" }, { "job": 89217638687, "time": 149, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8565030322" }, { "job": 89216761866, "time": 211, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8564892083" }, { "job": 89217638688, "time": 132, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8564958421" }, { "job": 89217638841, "time": 135, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8564961061" }, { "job": 89217638744, "time": 135, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "8564960113" }, { "job": 89217638785, "time": 134, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8564960120" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cranhaven/actions/runs/30010396823", "_status": "success", "_upstream": "https://github.com/cranhaven/cranhaven.r-universe.dev", "_commit": { "id": "31d8fed0e213caa4116a2761abf9b33990f73933", "author": "GitHub Action ", "committer": "GitHub Action ", "message": "Add CompareCausalNetworks to CRANhaven, because archived on 2026-07-23 01:02:00 +0000\n", "time": 1784768520 }, "_maintainer": { "name": "Christina Heinze-Deml", "email": "heinzedeml@stat.math.ethz.ch" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1.0", "role": "Depends" }, { "package": "methods", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "expm", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "pcalg", "role": "Suggests" }, { "package": "InvariantCausalPrediction", "role": "Suggests" }, { "package": "glmnet", "role": "Suggests" }, { "package": "backShift", "role": "Suggests" }, { "package": "CAM", "role": "Suggests" }, { "package": "kernlab", "role": "Suggests" }, { "package": "mgcv", "role": "Suggests" }, { "package": "mboost", "role": "Suggests" }, { "package": "bnlearn", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "huge", "role": "Suggests" }, { "package": "flare", "role": "Suggests" } ], "_owner": "cranhaven", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2026-30", "n": 1 } ], "_tags": [], "_topics": [ "archived", "packages", "r-universe" ], "_stars": 5, "_contributors": [ { "user": "henrikbengtsson", "count": 183, "uuid": 1616850 } ], "_userbio": { "uuid": 161993010, "type": "organization", "name": "cranhaven", "followers": 3, "description": "CRANhaven - Repository for Recently Archived CRAN Packages" }, "_downloads": { "count": 313, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/CompareCausalNetworks" }, "_mentions": 1, "_devurl": "https://github.com/christinaheinze/comparecausalnetworks", "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/CompareCausalNetworks.html", "extra/contents.json", "manual.pdf" ], "_homeurl": "https://github.com/christinaheinze/comparecausalnetworks", "_realowner": "christinaheinze", "_cranurl": false, "_releases": [ { "version": "0.1.1", "date": "2015-06-23" }, { "version": "0.1.4", "date": "2015-10-07" }, { "version": "0.1.5", "date": "2016-12-01" }, { "version": "0.1.8", "date": "2017-07-17" }, { "version": "0.1.9", "date": "2017-07-31" }, { "version": "0.2.0", "date": "2018-04-16" }, { "version": "0.2.2", "date": "2018-05-18" }, { "version": "0.2.4", "date": "2019-06-18" }, { "version": "0.2.6.2", "date": "2020-02-17" } ], "_exports": [ "getParents", "getParentsStable", "getRanking", "simulateInterventions" ], "_datasets": [ { "name": "simDataInv", "title": "Data from a causal model with interventions", "object": "simDataInv", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "CompareCausalNetworks-package", "title": "Compare estimates of causal graphs using a unified interface to various methods", "topics": [ "CompareCausalNetworks-package", "CompareCausalNetworks" ] }, { "page": "getParents", "title": "Estimate the connectivity matrix of a causal graph", "concept": [ "Causality", "Graph estimation" ], "topics": [ "getParents" ] }, { "page": "getParentsStable", "title": "Estimate the connectivity matrix of a causal graph using stability selection.", "concept": [ "Causality", "Graph estimation" ], "topics": [ "getParentsStable" ] }, { "page": "getRanking", "title": "Estimate a ranking of edges for causal relations in the underlying graph structure using stability ranking.", "concept": [ "Causality", "Graph estimations" ], "topics": [ "getRanking" ] }, { "page": "simDataInv", "title": "Data from a causal model with interventions", "topics": [ "simDataInv" ] }, { "page": "simulateInterventions", "title": "Simulate data of a causal (possibly cyclic model) under interventions.", "topics": [ "simulateInterventions" ] } ], "_rundeps": [ "data.table", "expm", "lattice", "Matrix" ], "_score": 2.1760912590556813, "_indexed": false, "_nocasepkg": "comparecausalnetworks", "_universes": [ "cranhaven" ], "_indexurl": "https://christinaheinze.r-universe.dev/CompareCausalNetworks", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.6.2", "date": "2026-07-23T13:21:24.000Z", "distro": "resolute", "commit": "31d8fed0e213caa4116a2761abf9b33990f73933", "fileid": "https://r2.ropensci.org/e6194be8e988fb29cdbf695f2c48e641acb12fe9f112b5d40cf6d8774a685aa6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/30010396823" }, { "r": "4.6.1", "os": "linux", "version": "0.2.6.2", "date": "2026-07-23T13:21:18.000Z", "distro": "resolute", "commit": "31d8fed0e213caa4116a2761abf9b33990f73933", "fileid": "https://r2.ropensci.org/f5bb2c127d10b00395415b8a9dabd0967aa2de123e16ffe51be1bfe4725176cb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/30010396823" }, { "r": "4.5.3", "os": "mac", "version": "0.2.6.2", "date": "2026-07-23T13:24:04.000Z", "commit": "31d8fed0e213caa4116a2761abf9b33990f73933", "fileid": "https://r2.ropensci.org/551d5f2e5f6645c1f7214649be8720c206dc7496b20a6b08511a8f62fc3b4d74", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/30010396823" }, { "r": "4.6.1", "os": "mac", "version": "0.2.6.2", "date": "2026-07-23T13:23:02.000Z", "commit": "31d8fed0e213caa4116a2761abf9b33990f73933", "fileid": "https://r2.ropensci.org/dd8a86c5cb67e93a43d5e112381ea9a2569f8bca4b5ec2fb7dd2d9adbf6a0d4c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/30010396823" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.6.2", "date": "2026-07-23T13:21:08.000Z", "commit": "31d8fed0e213caa4116a2761abf9b33990f73933", "fileid": "https://r2.ropensci.org/27d6001e3034b293edd3372bd17219143518144e5150dcc496dd9e266e80f47d", "status": "success", "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/30010396823" }, { "r": "4.7.0", "os": "win", "version": "0.2.6.2", "date": "2026-07-23T13:20:31.000Z", "commit": "31d8fed0e213caa4116a2761abf9b33990f73933", "fileid": "https://r2.ropensci.org/d832b316abca1b21563197f6305c867cbe299cb0ebb74d6cd8466ad0a7a0e994", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/30010396823" }, { "r": "4.5.3", "os": "win", "version": "0.2.6.2", "date": "2026-07-23T13:20:21.000Z", "commit": "31d8fed0e213caa4116a2761abf9b33990f73933", "fileid": "https://r2.ropensci.org/a09718e27ecd1a26409231ad4adb84be41a445b93efdd364764498e3ecc8ae3d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/30010396823" }, { "r": "4.6.1", "os": "win", "version": "0.2.6.2", "date": "2026-07-23T13:20:31.000Z", "commit": "31d8fed0e213caa4116a2761abf9b33990f73933", "fileid": "https://r2.ropensci.org/38edcf5cf94f8297c4ea2428f1f8fbe782c14b8dc71e02844987d537f3040f9e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/30010396823" } ] }