{ "_id": "6abd1cfe99f7aa8c6aa4f54f", "Package": "clis", "Type": "Package", "Title": "Conformal Local Influence Screening for Bounded-Response\nRegression", "Version": "0.3.6", "Authors@R": "c(\nperson(\"Raydonal\", \"Ospina\", email = \"raydonal@de.ufpe.br\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-9884-9090\")))", "Description": "Provides fast, statistically calibrated influence\ndiagnostics for zero-or-one inflated beta (BIc) regression\nmodels with variable dispersion. The core idea is to use the\nconformal normal curvature of Poon and Poon (1999)\n as a non-conformity score within\na split-conformal testing procedure, yielding per-observation\nconformal p-values whose Benjamini-Hochberg adjustment controls\nthe false discovery rate at a user-specified level (Bates and\nothers, 2023) . Unlike classical local\ninfluence diagnostics, which rely on visual inspection of index\nplots and do not scale beyond a few hundred observations,\n'clis' provides a finite-sample error guarantee and runs in\nlinear time per observation after a single model fit. Methods\nfor four perturbation schemes, block decomposition of influence\ninto the inflation-probability and conditional-mean/precision\ncomponents, penalised additive (semiparametric) submodels, and\na full suite of diagnostic plots are included.", "License": "GPL-3", "URL": "https://github.com/Raydonal/clis, https://raydonal.github.io/clis/", "BugReports": "https://github.com/Raydonal/clis/issues", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "Roxygen": "list(markdown = TRUE)", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-30 14:24:04 UTC", "User": "root" }, "Author": "Raydonal Ospina [aut, cre]\n()", "Maintainer": "Raydonal Ospina ", "Config/roxygen2/version": "8.1.0", "Repository": "https://raydonal.r-universe.dev", "Date/Publication": "2026-09-19 00:25:32 UTC", "RemoteUrl": "https://github.com/raydonal/clis", "RemoteRef": "HEAD", "RemoteSha": "1b80ed1b0a9ddaf17e4a7f9cf5ad9ec858a4a42a", "_user": "raydonal", "_type": "src", "_file": "clis_0.3.6.tar.gz", "_fileid": "https://r2.ropensci.org/f549b0930e3221f5ea7b0da375155a4454d49d5b335e6c2d9b1183b40945ea16", "_filesize": 462535, "_sha256": "f549b0930e3221f5ea7b0da375155a4454d49d5b335e6c2d9b1183b40945ea16", "_expires": "2027-01-08T14:30:20.000Z", "_created": "2026-09-30T14:24:04.000Z", "_published": "2026-09-30T14:30:22.083Z", "_jobs": [ { "job": 109932798131, "time": 141, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11103669247" }, { "job": 109932798091, "time": 130, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11104315197" }, { "job": 109932797752, "time": 109, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11104580602" }, { "job": 109932797762, "time": 108, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11104435551" }, { "job": 109931327357, "time": 196, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11102614847" }, { "job": 109932797864, "time": 75, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11103543884" }, { "job": 109932797960, "time": 107, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11103763707" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/raydonal/actions/runs/36728396402", "_status": "success", "_upstream": "https://github.com/raydonal/clis", "_commit": { "id": "1b80ed1b0a9ddaf17e4a7f9cf5ad9ec858a4a42a", "author": "Raydonal ", "committer": "Raydonal ", "message": "Fix CRAN pretest structural NOTEs per maintainer feedback\n\nMove data-raw/ to inst/data-raw/ so it installs at the top level of the\ninstalled package instead of shipping as a non-standard top-level\ndirectory in the source tarball. Exclude cran-comments.md from the built\npackage via .Rbuildignore -- CRAN does not want this file in the tarball;\nsubmission comments belong in the CRAN web form instead. Also fix a stale\nvignette reference to a since-split data-raw/application.R script.\n", "time": 1789777532 }, "_maintainer": { "name": "Raydonal Ospina", "email": "raydonal@de.ufpe.br", "login": "raydonal", "description": "", "uuid": 16047363, "orcid": "0000-0002-9884-9090" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "gamlss", "version": ">= 5.4.0", "role": "Imports" }, { "package": "gamlss.dist", "version": ">= 6.0.0", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "betareg", "role": "Suggests" }, { "package": 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