{ "_id": "6a104964acfb0bcc41c9f72e", "Package": "nonlinearICP", "Type": "Package", "Title": "Invariant Causal Prediction for Nonlinear Models", "Version": "0.1.2.1", "Date": "2017-07-31", "Author": "Christina Heinze-Deml , Jonas\nPeters ", "Maintainer": "Christina Heinze-Deml ", "Description": "Performs 'nonlinear Invariant Causal Prediction' to\nestimate the causal parents of a given target variable from\ndata collected in different experimental or environmental\nconditions, extending 'Invariant Causal Prediction' from\nPeters, Buehlmann and Meinshausen (2016), ,\nto nonlinear settings. For more details, see C. Heinze-Deml, J.\nPeters and N. Meinshausen: 'Invariant Causal Prediction for\nNonlinear Models', .", "License": "GPL", "LazyData": "TRUE", "URL": "https://github.com/christinaheinze/nonlinearICP-and-CondIndTests", "BugReports": "https://github.com/christinaheinze/nonlinearICP-and-CondIndTests/issues", "RoxygenNote": "6.0.1", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://christinaheinze.r-universe.dev", "Date/Publication": "2019-11-12 14:45:32 UTC", "RemoteUrl": "https://github.com/christinaheinze/nonlinearicp-and-condindtests", "RemoteRef": "HEAD", "RemoteSha": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "RemoteSubdir": "nonlinearICP", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-10 08:38:06 UTC", "User": "root" }, "MD5sum": "66b0651295bd418a816f083a358ab710", "_user": "christinaheinze", "_type": "src", "_file": "nonlinearICP_0.1.2.1.tar.gz", "_fileid": "92f11ddf00b5c50dce0e859653436f30844203cfec06e4e12cdfbb25077c4a5f", "_filesize": 143270, "_sha256": "92f11ddf00b5c50dce0e859653436f30844203cfec06e4e12cdfbb25077c4a5f", "_created": "2026-05-10T08:38:06.000Z", "_published": "2026-05-22T12:17:40.338Z", "_distro": "noble", "_jobs": [ { "job": 77377690450, "time": 199, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6902381076" }, { "job": 77377690730, "time": 203, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6902381560" }, { "job": 77377690383, "time": 337, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6902460695" }, { "job": 77377690469, "time": 251, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6902489654" }, { "job": 77377690519, "time": 221, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6902359928" }, { "job": 77377690097, "time": 104, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7160265949" }, { "job": 77377690478, "time": 250, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6902387030" }, { "job": 77377691109, "time": 292, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6902391226" }, { "job": 77377690588, "time": 278, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6902389650" } ], "_buildurl": "https://github.com/r-universe/christinaheinze/actions/runs/25624164307", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/christinaheinze/nonlinearicp-and-condindtests", "_commit": { "id": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "author": "Christina Heinze-Deml ", "committer": "Christina Heinze-Deml ", "message": "update todo\n", "time": 1573569932 }, "_maintainer": { "name": "Christina Heinze-Deml", "email": "heinzedeml@stat.math.ethz.ch" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1.0", "role": "Depends" }, { "package": "methods", "role": "Imports" }, { "package": "CondIndTests", "role": "Imports" }, { "package": "data.tree", "role": "Imports" }, { "package": "caTools", "role": "Imports" }, { "package": "randomForest", "role": "Imports" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "christinaheinze", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 17, "_contributors": [ { "user": "christinaheinze", "count": 42, "uuid": 10484979 } ], "_userbio": { "uuid": 10484979, "type": "user", "name": "Christina Heinze-Deml", "description": "I am a Research Scientist at Apple Health AI. My research interests include causality, distributional robustness and deep representation learning." }, "_downloads": { "count": 160, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/nonlinearICP" }, "_devurl": "https://github.com/christinaheinze/nonlinearicp-and-condindtests", "_searchresults": 11, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/nonlinearICP.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/christinaheinze/nonlinearicp-and-condindtests", "_realowner": "christinaheinze", "_cranurl": true, "_releases": [ { "version": "0.1.2", "date": "2017-07-31" }, { "version": "0.1.2.1", "date": "2017-07-31" } ], "_exports": [ "nonlinearICP", "varSelectionRF" ], "_datasets": [ { "name": "simData", "title": "Example dataset for tests", "object": "simData", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "nonlinearICP", "title": "Nonlinear Invariant Causal Prediction", "topics": [ "nonlinearICP" ] }, { "page": "simData", "title": "Example dataset for tests", "topics": [ "simData" ] }, { "page": "summary.nonlinICP.class", "title": "summary function", "topics": [ "summary.nonlinICP.class" ] }, { "page": "varSelectionRF", "title": "Variable selection function that can be provided to 'nonlinearICP' - it is then applied to pre-select a set of variables before running the ICP procedure on this subset. Here, the variable selection is based on random forest variable importance measures.", "topics": [ "varSelectionRF" ] } ], "_readme": "https://github.com/christinaheinze/nonlinearicp-and-condindtests/raw/HEAD/README.md", "_rundeps": [ "bitops", "boot", "caTools", "codetools", "CondIndTests", "data.tree", "foreach", "glmnet", "iterators", "Kendall", "kernlab", "lattice", "lawstat", "MASS", "Matrix", "mgcv", "mize", "mvtnorm", "nlme", "pracma", "quantregForest", "R6", "randomForest", "rbibutils", "RColorBrewer", "Rcpp", "RcppEigen", "Rdpack", "RPtests", "shape", "stringi", "survival" ], "_score": 3.9708116108725178, "_indexed": true, "_nocasepkg": "nonlinearicp", "_universes": [ "christinaheinze" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.2.1", "date": "2026-05-10T08:40:11.000Z", "distro": "noble", "commit": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "fileid": "7092c4519534301983dcfc0500cf0d0d0106e4356cbb28803298779196997286", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/christinaheinze/actions/runs/25624164307" }, { "r": "4.6.0", "os": "linux", "version": "0.1.2.1", "date": "2026-05-10T08:40:11.000Z", "distro": "noble", "commit": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "fileid": "1f9ee067904a26f3253e41c320c3fb7daed55695e60224bcd7054f50d2490aa1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/christinaheinze/actions/runs/25624164307" }, { "r": "4.5.3", "os": "mac", "version": "0.1.2.1", "date": "2026-05-10T08:51:09.000Z", "commit": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "fileid": "dbebe1f3c5cf4b7d2094e3d6a9fde07a99ed7906dd4740097968de621f75b4bf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/christinaheinze/actions/runs/25624164307" }, { "r": "4.6.0", "os": "mac", "version": "0.1.2.1", "date": "2026-05-10T08:56:42.000Z", "commit": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "fileid": "ec8b9ed55818dc541db0e43365814a920e61d2da644bbbb8a753afd84636724c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/christinaheinze/actions/runs/25624164307" }, { "r": "4.7.0", "os": "win", "version": "0.1.2.1", "date": "2026-05-10T08:39:42.000Z", "commit": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "fileid": "de29b97d97e4df2dbe5c2784cd0ad66e4f28e34824bec80b868ed1b9b70a4344", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/christinaheinze/actions/runs/25624164307" }, { "r": "4.5.3", "os": "win", "version": "0.1.2.1", "date": "2026-05-10T08:39:27.000Z", "commit": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "fileid": "978b2baa21dfb8eb422ca1cc2e7b833a4655332ab7703c917b933d5b8b7c0550", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/christinaheinze/actions/runs/25624164307" }, { "r": "4.6.0", "os": "win", "version": "0.1.2.1", "date": "2026-05-10T08:40:04.000Z", "commit": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "fileid": "fe199cd6d1ededf0d0f1b01bae6f1e45b045de4e663339e4fa55b37e247d058a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/christinaheinze/actions/runs/25624164307" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.2.1", "date": "2026-05-22T12:17:21.000Z", "commit": "e6808046f2c33c8aa0cb8877009de58cc2e59f39", "fileid": "45883c6fdc16ee97089e37dd3c03b3c2eead1dfc7c494503cc8b7c44f26cc5c3", "status": "success", "buildurl": "https://github.com/r-universe/christinaheinze/actions/runs/25624164307" } ] }