{ "_id": "6acf6e1ce2d863f66295203d", "Package": "sodavis", "Type": "Package", "Title": "SODA: Main and Interaction Effects Selection for Logistic\nRegression, Quadratic Discriminant and General Index Models", "Version": "1.2", "Date": "2018-05-12", "Author": "Yang Li, Jun S. Liu", "Maintainer": "Yang Li ", "Description": "Variable and interaction selection are essential to\nclassification in high-dimensional setting. In this package, we\nprovide the implementation of SODA procedure, which is a\nforward-backward algorithm that selects both main and\ninteraction effects under logistic regression and quadratic\ndiscriminant analysis. We also provide an extension, S-SODA,\nfor dealing with the variable selection problem for\nsemi-parametric models with continuous responses.", "License": "GPL-2", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-14 11:48:53 UTC", "User": "root" }, "Repository": "https://yangli88.r-universe.dev", "Date/Publication": "2018-05-13 20:24:03 UTC", "RemoteUrl": "https://github.com/cran/sodavis", "RemoteRef": "HEAD", "RemoteSha": "ca871473e9284c0c7926a1f9064fe12366d36a63", "_user": "yangli88", "_type": "src", "_file": "sodavis_1.2.tar.gz", "_fileid": "https://r2.ropensci.org/209b6c835af9302eec4e3d65c826426d835f36838c130a362659a01e97cd4dc3", "_filesize": 2748676, "_sha256": "209b6c835af9302eec4e3d65c826426d835f36838c130a362659a01e97cd4dc3", "_expires": "2027-01-22T11:57:14.000Z", "_created": "2026-10-14T11:48:53.000Z", "_published": "2026-10-14T11:57:16.800Z", "_buildurl": "https://github.com/r-universe/yangli88/actions/runs/38558927685", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 115836001799, "time": 94, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "11891797046" }, { "job": 115836001818, "time": 92, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "11890888092" }, { "job": 115836001969, "time": 173, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "11891578123" }, { "job": 115836001809, "time": 142, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "11890773256" }, { "job": 115834962990, "time": 157, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11891776682" }, { "job": 115836001801, "time": 86, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11890763175" }, { "job": 115836001804, "time": 59, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "11892096803" }, { "job": 115836001919, "time": 79, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "11891092878" }, { "job": 115836001817, "time": 94, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "11891402311" } ], "_upstream": "https://github.com/cran/sodavis", "_commit": { "id": "ca871473e9284c0c7926a1f9064fe12366d36a63", "author": "Yang Li ", "committer": "cran-robot ", "message": "version 1.2\n", "time": 1526243043 }, "_maintainer": { "name": "Yang Li", "email": "yangli.stat@gmail.com", "login": "yangli88", "description": "PhD graduate in Statistics", "uuid": 6255639 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.0.0", "role": "Depends" }, { "package": "nnet", "role": "Depends" }, { "package": "MASS", "role": "Depends" }, { "package": "mvtnorm", "role": "Depends" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "yangli88", "count": 3, "uuid": 6255639 } ], "_userbio": { "uuid": 6255639, "type": "user", "name": "Yang Li", "followers": 1, "description": "PhD graduate in Statistics" }, "_downloads": { "count": 256, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sodavis" }, "_searchresults": 3, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/sodavis.html" ], "_realowner": "yangli88", "_cranurl": false, "_releases": [ { "version": "0.1", "date": "2015-11-16" }, { "version": "1.0", "date": "2017-05-29" }, { "version": "1.1", "date": "2018-05-01" }, { "version": "1.2", "date": "2018-05-13" } ], "_exports": [ "s_soda", "s_soda_model", "s_soda_pred", "s_soda_pred_grid", "soda", "soda_trace_CV" ], "_datasets": [ { "name": "mich_lung_xx", "title": "Gene expression data for Michigan lung cancer study in Beer et al. 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