{ "_id": "6a215198cd65a98ecbd2d650", "Package": "absorber", "Type": "Package", "Title": "Variable Selection in Nonparametric Models using B-Splines", "Version": "1.0", "Date": "2024-02-22", "Authors@R": "c(person(\"Mary E.\", \"Savino\", email = \"mary.savino@outlook.fr\", role = c(\"aut\", \"cre\")),\nperson(\"Celine\",\"Levy-Leduc\", email=\"celine.levy-leduc@agroparistech.fr\", role = \"ctb\"))", "Author": "Mary E. Savino [aut, cre], Celine Levy-Leduc [ctb]", "Maintainer": "Mary E. Savino ", "Description": "A variable selection method using B-Splines in\nmultivariate nOnparametric Regression models Based on partial\ndErivatives Regularization (ABSORBER) implements a novel\nvariable selection method in a nonlinear multivariate model\nusing B-splines. For further details we refer the reader to the\npaper Savino, M. E. and Lévy-Leduc, C. (2024),\n.", "License": "GPL-2", "Encoding": "UTF-8", "LazyData": "true", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-04 10:17:58 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2024-02-24 02:27:44 UTC", "RemoteUrl": "https://github.com/cran/absorber", "RemoteRef": "HEAD", "RemoteSha": "d9664198bb3721d53c83f9209af76039a869a4a7", "MD5sum": "2e386f80791b45066669e429ddca5ed4", "_user": "cran", "_type": "src", "_file": "absorber_1.0.tar.gz", "_fileid": "66568f0735dbd6fe8a037e0f33d117c27e3eccb31e2a8babd248af92948019b2", "_filesize": 257758, "_sha256": "66568f0735dbd6fe8a037e0f33d117c27e3eccb31e2a8babd248af92948019b2", "_created": "2026-06-04T10:17:58.000Z", "_published": "2026-06-04T10:21:12.439Z", "_distro": "noble", "_jobs": [ { "job": 79497970201, "time": 152, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7408948959" }, { "job": 79497970122, "time": 157, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7408950460" }, { "job": 79497456020, "time": 190, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7408899339" }, { "job": 79497970125, "time": 112, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7408935680" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26945517336", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/absorber", "_commit": { "id": "d9664198bb3721d53c83f9209af76039a869a4a7", "author": "Mary E. Savino ", "committer": "cran-robot ", "message": "version 1.0\n", "time": 1708741664 }, "_maintainer": { "name": "Mary E. Savino", "email": "mary.savino@outlook.fr" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Matrix", "role": "Depends" }, { "package": "sparsegl", "role": "Depends" }, { "package": "fda", "role": "Depends" }, { "package": "parallel", "role": "Depends" }, { "package": "ggplot2", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "irlba", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "markdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 187, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/absorber" }, "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/absorber.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2024-02-23" } ], "_exports": [ "absorber", "plot_selection" ], "_datasets": [ { "name": "x_obs", "title": "Observation matrix x of five variables", "object": "x_obs", "class": [ "matrix", "array" ], "fields": {}, "rows": 700, "table": true, "tojson": true }, { "name": "y_obs", "title": "Values of the response variable of the noisy observation set of five input variables", "object": "y_obs", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "absorber-package", "title": "Variable Selection in Nonparametric Models using B-Splines", "topics": [ "absorber-package" ] }, { "page": "absorber", "title": "Variable selection in nonparametric models", "topics": [ "absorber" ] }, { "page": "plot_selection", "title": "Visualization of the selected variables", "topics": [ "plot_selection" ] }, { "page": "x_obs", "title": "Observation matrix x of five variables", "topics": [ "x_obs" ] }, { "page": "y_obs", "title": "Values of the response variable of the noisy observation set of five input variables", "topics": [ "y_obs" ] } ], "_rundeps": [ "ash", "bitops", "cli", "cluster", "colorspace", "cpp11", "deSolve", "dotCall64", "dplyr", "farver", "fda", "fds", "FNN", "generics", "ggplot2", "glue", "gtable", "hdrcde", "irlba", "isoband", "kernlab", "KernSmooth", "ks", "labeling", "lattice", "lifecycle", "locfit", "magrittr", "MASS", "Matrix", "mclust", "mgcv", "multicool", "mvtnorm", "nlme", "pcaPP", "pillar", "pkgconfig", "pracma", "purrr", "R6", "rainbow", "RColorBrewer", "Rcpp", "RcppEigen", "RCurl", "rlang", "RSpectra", "S7", "scales", "sparsegl", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "absorber.Rmd", "filename": "absorber.html", "title": "absorber package", "author": "Mary E. Savino", "engine": "knitr::knitr", "headings": [ "Introduction", "Installing", "Variable selection", "Description of the dataset", "Application of $\\texttt{absorber}$ to select the relevant variables", "Visualization of the percentage of selection for each variable with $\\texttt{plot_selection}$" ], "created": "2024-02-24 02:27:44", "modified": "2024-02-24 02:27:44", "commits": 1 } ], "_score": 2, "_indexed": true, "_nocasepkg": "absorber", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-06-04T10:20:04.000Z", "distro": "noble", "commit": "d9664198bb3721d53c83f9209af76039a869a4a7", "fileid": "21462b73a8b72a390b3bd7dbc35ca4e451a8c5b89d955235a81a195df2283e0d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26945517336" }, { "r": "4.6.0", "os": "linux", "version": "1.0", "date": "2026-06-04T10:20:08.000Z", "distro": "noble", "commit": "d9664198bb3721d53c83f9209af76039a869a4a7", "fileid": "5d6fca0c064a7e34e88b592b56b4fc9eed3a2b6a39cfebea694db1aa2e74b568", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26945517336" }, { "r": "4.6.0", "os": "wasm", "version": "1.0", "date": "2026-06-04T10:20:10.000Z", "commit": "d9664198bb3721d53c83f9209af76039a869a4a7", "fileid": "a57c0e0dc2e94a73fae346096b5bdfe077b87c957f51c6ec06203cf0387d3f07", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26945517336" } ] }