{ "_id": "6a27ca2d24555f66ed541a8b", "Package": "NBtsVarSel", "Type": "Package", "Title": "Variable Selection in a Specific Regression Time Series of\nCounts", "Version": "1.0", "Date": "2023-07-17", "Authors@R": "person(\"Marina\", \"Gomtsyan\", role = c(\"aut\", \"cre\"),\nemail = \"mgomtsian@gmail.com\")", "Description": "Performs variable selection in sparse negative binomial\nGLARMA (Generalised Linear Autoregressive Moving Average)\nmodels. For further details we refer the reader to the paper\nGomtsyan (2023), .", "License": "GPL-2", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-09 07:57:05 UTC", "User": "root" }, "Author": "Marina Gomtsyan [aut, cre]", "Maintainer": "Marina Gomtsyan ", "Repository": "https://mgomtsyan.r-universe.dev", "Date/Publication": "2023-07-17 18:34:05 UTC", "RemoteUrl": "https://github.com/cran/NBtsVarSel", "RemoteRef": "HEAD", "RemoteSha": "633b933f665ae113a58212810e5119adcf38f455", "MD5sum": "34f7283653ebb554b385e22118bd2316", "_user": "mgomtsyan", "_type": "src", "_file": "NBtsVarSel_1.0.tar.gz", "_fileid": "655aad8c90931454374e1c740cc32e7aee31527f9587f57dc24e37434a9e32a3", "_filesize": 136186, "_sha256": "655aad8c90931454374e1c740cc32e7aee31527f9587f57dc24e37434a9e32a3", "_created": "2026-06-09T07:57:05.000Z", "_published": "2026-06-09T08:09:17.401Z", "_distro": "noble", "_jobs": [ { "job": 80274886016, "time": 139, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7501786782" }, { "job": 80274886035, "time": 144, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7501788649" }, { "job": 80274886187, "time": 245, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7501963540" }, { "job": 80274886062, "time": 166, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7501929489" }, { "job": 80274394908, "time": 182, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7501739931" }, { "job": 80274886069, "time": 105, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7501776390" }, { "job": 80274886044, "time": 118, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7501780683" }, { "job": 80274886181, "time": 100, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7501774221" }, { "job": 80274886042, "time": 158, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7501792792" } ], "_buildurl": "https://github.com/r-universe/mgomtsyan/actions/runs/27192038556", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/NBtsVarSel", "_commit": { "id": "633b933f665ae113a58212810e5119adcf38f455", "author": "Marina Gomtsyan ", "committer": "cran-robot ", "message": "version 1.0\n", "time": 1689618845 }, "_maintainer": { "name": "Marina Gomtsyan", "email": "mgomtsian@gmail.com", "login": "mgomtsyan", "description": "", "uuid": 15706941 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Matrix", "role": "Depends" }, { "package": "glmnet", "role": "Depends" }, { "package": "stats", "role": "Depends" }, { "package": "MASS", "role": "Depends" }, { "package": "mpath", "role": "Depends" }, { "package": "ggplot2", "role": "Depends" }, { "package": "knitr", "role": "Suggests" }, { "package": "markdown", "role": "Suggests" }, { "package": "formatR", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "mgomtsyan", "count": 1, "uuid": 15706941 } ], "_userbio": { "uuid": 15706941, "type": "user", "name": "Marina Gomtsyan" }, "_downloads": { "count": 136, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/NBtsVarSel" }, "_searchresults": 2, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NBtsVarSel.html", "manual.pdf" ], "_realowner": "mgomtsyan", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2023-07-17" } ], "_exports": [ "grad_hess_beta", "grad_hess_gamma", "NR_gamma", "variable_selection" ], "_datasets": [ { "name": "Y", "title": "Observation matrix Y", "object": "Y", "file": "Y.rda", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "NBtsVarSel-package", "title": "Variable Selection in a Specific Regression Time Series of Counts", "topics": [ "NBtsVarSel-package", "NBtsVarSel" ] }, { "page": "grad_hess_beta", "title": "Gradient and Hessian of the log-likelihood with respect to beta", "topics": [ "grad_hess_beta" ] }, { "page": "grad_hess_gamma", "title": "Gradient and Hessian of the log-likelihood with respect to gamma", "topics": [ "grad_hess_gamma" ] }, { "page": "NR_gamma", "title": "Newton-Raphson method for estimation of gamma", "topics": [ "NR_gamma" ] }, { "page": "variable_selection", "title": "Variable selection", "topics": [ "variable_selection" ] }, { "page": "Y", "title": "Observation matrix Y", "topics": [ "Y" ] } ], "_rundeps": [ "bst", "cli", "codetools", "cpp11", "doParallel", "farver", "foreach", "gbm", "ggplot2", "glmnet", "glue", "gtable", "isoband", "iterators", "labeling", "lattice", "lifecycle", "MASS", "Matrix", "mpath", "numDeriv", "pscl", "R6", "RColorBrewer", "Rcpp", "RcppEigen", "rlang", "rpart", "S7", "scales", "shape", "survival", "vctrs", "viridisLite", "WeightSVM", "withr" ], "_vignettes": [ { "source": "NBtsVarSel.Rmd", "filename": "NBtsVarSel.html", "title": "NBtsVarSel package", "author": "Marina Gomtsyan", "engine": "knitr::knitr", "headings": [ "Introduction", "Data", "Initialization", "Estimation of $\\pmb{\\gamma^{\\star}}$", "Variable selection", "Illustration of the estimation of $\\pmb{\\beta^{\\star}}$" ], "created": "2023-07-17 18:34:05", "modified": "2023-07-17 18:34:05", "commits": 1 } ], "_score": 2, "_indexed": true, "_nocasepkg": "nbtsvarsel", "_universes": [ "mgomtsyan" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-06-09T07:58:59.000Z", "distro": "noble", "commit": "633b933f665ae113a58212810e5119adcf38f455", "fileid": "516786ee39f9d24b3d45f1780b4291dc1cd9ef0076836dc11a6d8136e5bdba08", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mgomtsyan/actions/runs/27192038556" }, { "r": "4.6.0", "os": "linux", "version": "1.0", "date": "2026-06-09T07:59:07.000Z", "distro": "noble", "commit": "633b933f665ae113a58212810e5119adcf38f455", "fileid": "db05fcf0308ccbc4809da06920837a9ae25f426ab0bc58f0cf903e053f21ad81", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mgomtsyan/actions/runs/27192038556" }, { "r": "4.5.3", "os": "mac", "version": "1.0", "date": "2026-06-09T08:07:37.000Z", "commit": "633b933f665ae113a58212810e5119adcf38f455", "fileid": "b60e13839b23322857ae0875de1449887937f28d034a71dcddba84162341eb76", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mgomtsyan/actions/runs/27192038556" }, { "r": "4.6.0", "os": "mac", "version": "1.0", "date": "2026-06-09T08:06:12.000Z", "commit": "633b933f665ae113a58212810e5119adcf38f455", "fileid": "b89b1ff79d54bdc920ef912eda14ced9b8b9484dc569af98c02c43c351c91a03", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mgomtsyan/actions/runs/27192038556" }, { "r": "4.6.0", "os": "wasm", "version": "1.0", "date": "2026-06-09T07:59:11.000Z", "commit": "633b933f665ae113a58212810e5119adcf38f455", "fileid": "9c4edbb7cb4055876c5d5f8a0181a79f203faf47fbc58b60441ea4de67a2c0af", "status": "success", "buildurl": "https://github.com/r-universe/mgomtsyan/actions/runs/27192038556" }, { "r": "4.7.0", "os": "win", "version": "1.0", "date": "2026-06-09T07:58:39.000Z", "commit": "633b933f665ae113a58212810e5119adcf38f455", "fileid": "bd55d129763610f2d1db709cca351a6e652548dd942a2369ca358206d41f2802", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mgomtsyan/actions/runs/27192038556" }, { "r": "4.5.3", "os": "win", "version": "1.0", "date": "2026-06-09T07:58:20.000Z", "commit": "633b933f665ae113a58212810e5119adcf38f455", "fileid": "f04619d8ac18f13362c8a23ab8c2b778b0319448f95e81b5742194647bd37efb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mgomtsyan/actions/runs/27192038556" }, { "r": "4.6.0", "os": "win", "version": "1.0", "date": "2026-06-09T07:59:22.000Z", "commit": "633b933f665ae113a58212810e5119adcf38f455", "fileid": "792931e49f0956d273e44fcda619c24e94c4ceaa67a6bace5c126989d9a97026", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mgomtsyan/actions/runs/27192038556" } ] }