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In the\nsecond stage, the Fast Causal Inference (FCI) algorithm orients\nedges on this reduced graph, producing a Partial Ancestral\nGraph (PAG) that accounts for latent confounders. The method is\nconsistent under sparsity assumptions and substantially faster\nthan standard FCI and RFCI in high dimensions. See Pal, Ghosh,\nand Yang (2025), accepted for publication in the Annals of\nApplied Statistics, , for the\nunderlying theory.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "URL": "https://github.com/djghosh1123/PFCI", "BugReports": "https://github.com/djghosh1123/PFCI/issues", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Language": "en-US", "Repository": "https://djghosh1123.r-universe.dev", "Date/Publication": "2026-06-21 14:58:54 UTC", "RemoteUrl": "https://github.com/djghosh1123/PFCI", "RemoteRef": "main", "RemoteSha": "352f48121ca74d95b12487331e666de8ddb610f8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-19 08:24:12 UTC", "User": "root" }, "Author": "Samhita Pal [aut] (ORCID: ),\nDhrubajyoti Ghosh [aut, cre] (ORCID:\n),\nShu Yang [aut] (ORCID: )", "Maintainer": "Dhrubajyoti Ghosh ", "_user": "djghosh1123", "_type": "src", "_file": "PFCI_0.1.1.tar.gz", "_fileid": "https://r2.ropensci.org/16233872c89f1aa764d16847c8f97fe9c433a8279dc95cfa6c934973bb9b00e5", "_filesize": 135194, "_sha256": "16233872c89f1aa764d16847c8f97fe9c433a8279dc95cfa6c934973bb9b00e5", "_expires": "2026-12-28T08:27:59.000Z", "_created": "2026-09-19T08:24:12.000Z", "_published": "2026-09-19T08:28:01.461Z", "_jobs": [ { "job": 105867924769, "time": 150, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10580843954" }, { "job": 105867924892, "time": 180, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10581043619" }, { "job": 105867924768, "time": 80, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "10581038483" }, { "job": 105867924786, "time": 120, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "10581072563" }, { "job": 105867443215, "time": 205, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10580409269" }, { "job": 105867924791, "time": 131, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10580654110" }, { "job": 105867924796, "time": 81, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10580578991" }, { "job": 105867924797, "time": 92, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "10580474201" }, { "job": 105867924856, "time": 95, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10580389164" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/djghosh1123/actions/runs/35431701927", "_status": "success", "_upstream": "https://github.com/djghosh1123/PFCI", "_commit": { "id": "352f48121ca74d95b12487331e666de8ddb610f8", "author": "djghosh1123 ", "committer": "djghosh1123 ", "message": "Clarify AAS acceptance status in citations\n", "time": 1782053934 }, "_maintainer": { "name": "Dhrubajyoti Ghosh", "email": "dghosh3@kennesaw.edu", "login": "dhrubajyoti-ghosh", "description": "", "uuid": 284521666, "orcid": "0000-0002-3360-3786" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "stats", "role": "Imports" }, { "package": "glasso", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "pcalg", "role": "Suggests" }, { "package": "graph", "role": "Suggests" }, { "package": "RBGL", "role": "Suggests" }, { "package": "Rgraphviz", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "spelling", "role": "Suggests" } ], "_owner": "djghosh1123", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-22", "n": 6 }, { "week": "2026-23", "n": 2 }, { "week": "2026-25", "n": 1 } ], "_tags": [ { "name": "v0.1.1", "date": "2026-06-03" } ], "_stars": 0, "_contributors": [ { "user": "dhrubajyoti-ghosh", "count": 9, "uuid": 284521666 } ], "_userbio": { "uuid": 75099574, "type": "user", "name": "Dhrubajyoti Ghosh", "followers": 0, "description": "I am an Assistant Professor of Data Science and Analytics at Kennesaw State University, with a PhD in Statistics from Washington University in St. Louis. 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