{ "_id": "6a310d253efcd9bda4357e61", "Package": "Blend", "Type": "Package", "Title": "Robust Bayesian Longitudinal Regularized Semiparametric Mixed\nModels", "Version": "0.1.2", "Date": "2026-02-16", "Authors@R": "c( person(\"Kun\", \"Fan\", role = c(\"aut\", \"cre\") , email = \"kfan@ksu.edu\"),\nperson(\"Cen\", \"Wu\", role = \"aut\"))", "Description": "Our recently developed fully robust Bayesian\nsemiparametric mixed-effect model for high-dimensional\nlongitudinal studies with heterogeneous observations can be\nimplemented through this package. This model can distinguish\nbetween time-varying interactions and constant-effect-only\ncases to avoid model misspecifications. Facilitated by\nspike-and-slab priors, this model leads to superior performance\nin estimation, identification and statistical inference. In\nparticular, robust Bayesian inferences in terms of valid\nBayesian credible intervals on both parametric and\nnonparametric effects can be validated on finite samples. The\nMarkov chain Monte Carlo algorithms of the proposed and\nalternative models are efficiently implemented in 'C++'.", "License": "GPL-2", "Encoding": "UTF-8", "URL": "https://github.com/kunfa/Blend", "RoxygenNote": "7.3.3", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-16 08:40:40 UTC", "User": "root" }, "Author": "Kun Fan [aut, cre], Cen Wu [aut]", "Maintainer": "Kun Fan ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-02-16 20:51:32 UTC", "RemoteUrl": "https://github.com/cran/Blend", "RemoteRef": "HEAD", "RemoteSha": "280893730d87cb47ff778e0bc20ca46184c21afc", "MD5sum": "9730acba5baea01a12e83d5c568c9a8d", "_user": "cran", "_type": "src", "_file": "Blend_0.1.2.tar.gz", "_fileid": "69eea5eee8e0c1c87992144fc1c3a62ff98c63e2fd1c47dddf14cb6998adfca8", "_filesize": 245644, "_sha256": "69eea5eee8e0c1c87992144fc1c3a62ff98c63e2fd1c47dddf14cb6998adfca8", "_created": "2026-06-16T08:40:40.000Z", "_published": "2026-06-16T08:45:25.492Z", "_distro": "noble", "_jobs": [ { "job": 81615980935, "time": 183, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7661669013" }, { "job": 81615980964, "time": 174, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7661668232" }, { "job": 81615980927, "time": 182, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7661669259" }, { "job": 81615980944, "time": 180, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7661670578" }, { "job": 81615259426, "time": 232, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7661600139" }, { "job": 81615980910, "time": 150, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7661659962" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/27605133760", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/Blend", "_commit": { "id": "280893730d87cb47ff778e0bc20ca46184c21afc", "author": "Kun Fan ", "committer": "cran-robot ", "message": "version 0.1.2\n", "time": 1771275092 }, "_maintainer": { "name": "Kun Fan", "email": "kfan@ksu.edu", "login": "kunfa", "uuid": 63618891 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.2.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "role": "Imports" }, { "package": "splines", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-08", "n": 1 } ], "_tags": [ { "name": "0.1.2", "date": "2026-02-16" } ], "_stars": 0, "_contributors": [ { "user": "kunfa", "count": 4, "uuid": 63618891 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 609, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 236, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/Blend" }, "_devurl": "https://github.com/kunfa/blend", "_searchresults": 3, "_topics": [ "openblas", "cpp", "openmp" ], "_rbuild": "4.6.0", "_assets": [ "extra/Blend.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/kunfa/blend", "_realowner": "kunfa", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2024-11-25" }, { "version": "0.1.1", "date": "2025-01-21" }, { "version": "0.1.1.1", "date": "2025-01-29" }, { "version": "0.1.2", "date": "2026-02-16" } ], "_exports": [ "Blend", "Coverage", "plot_Blend", "selection" ], "_datasets": [ { "name": "degree", "title": "simulated data for demonstrating the features of Blend", "object": "dat", "file": "dat.rda", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true }, { "name": "J", "title": "simulated data for demonstrating the features of Blend", "object": "dat", "file": "dat.rda", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true }, { "name": "kn", "title": "simulated data for demonstrating the features of Blend", "object": "dat", "file": "dat.rda", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true }, { "name": "t", "title": "simulated data for demonstrating the features of Blend", "object": "dat", "file": "dat.rda", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true }, { "name": "x", "title": "simulated data for demonstrating the features of Blend", "object": "dat", "file": "dat.rda", "class": [ "matrix", "array" ], "fields": {}, "rows": 80, "table": true, "tojson": true }, { "name": "y", "title": "simulated data for demonstrating the features of Blend", "object": "dat", "file": "dat.rda", "class": [ "matrix", "array" ], "fields": {}, "rows": 80, "table": true, "tojson": true } ], "_help": [ { "page": "Blend-package", "title": "Robust Bayesian Longitudinal Regularized Semiparametric Mixed Model", "topics": [ "Blend-package" ] }, { "page": "Blend", "title": "fit a robust Bayesian longitudinal regularized semi-parametric mixed model", "topics": [ "Blend" ] }, { "page": "Coverage", "title": "95% coverage for a Blend object with structural identification", "topics": [ "Coverage" ] }, { "page": "data", "title": "simulated data for demonstrating the features of Blend", "topics": [ "data", "degree", "J", "kn", "t", "x", "y" ] }, { "page": "plot_Blend", "title": "plot a Blend object", "topics": [ "plot_Blend" ] }, { "page": "selection", "title": "Variable selection for a Blend object", "topics": [ "selection" ] } ], "_readme": "https://github.com/cran/Blend/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_score": 1.6989700043360187, "_indexed": false, "_nocasepkg": "blend", "_universes": [ "cran" ], "_indexurl": "https://kunfa.r-universe.dev/Blend", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.2", "date": "2026-06-16T08:43:37.000Z", "distro": "noble", "arch": "aarch64", "commit": "280893730d87cb47ff778e0bc20ca46184c21afc", "fileid": "f5c350cfd43f4576cecad081642541e6463aa4fa98a30844f08f4254a9d1ba3f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27605133760" }, { "r": "4.7.0", "os": "linux", "version": "0.1.2", "date": "2026-06-16T08:43:39.000Z", "distro": "noble", "arch": "x86_64", "commit": "280893730d87cb47ff778e0bc20ca46184c21afc", "fileid": "f27c84399b0c57eb77f45ae88892fd299389753ba7e3ce5fd0fe65c86dd6775c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27605133760" }, { "r": "4.6.0", "os": "linux", "version": "0.1.2", "date": "2026-06-16T08:43:36.000Z", "distro": "noble", "arch": "aarch64", "commit": "280893730d87cb47ff778e0bc20ca46184c21afc", "fileid": "82111f071c4dcea59a5a3b035b9c740d6ed353bdbf7fd84818b92f800b1ee74e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27605133760" }, { "r": "4.6.0", "os": "linux", "version": "0.1.2", "date": "2026-06-16T08:43:46.000Z", "distro": "noble", "arch": "x86_64", "commit": "280893730d87cb47ff778e0bc20ca46184c21afc", "fileid": "e1d2313d795893846e27b55f3936d26292fbe9268a1b2669211f680ae160a99d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27605133760" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.2", "date": "2026-06-16T08:43:44.000Z", "arch": "emscripten", "commit": "280893730d87cb47ff778e0bc20ca46184c21afc", "fileid": "253bb4fa9d391aa714394943600b25e4b10cf8d818dc7cee8a8e81999bd15109", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/27605133760" } ] }