{ "_id": "6a1bce991d7bb097a0a13ed8", "Package": "ACSSpack", "Type": "Package", "Title": "ACSS, Corresponding INSS, and GLP Algorithms", "Version": "1.0.0.2", "Date": "2025-10-10", "Authors@R": "c(person(\"Ziqian\", \"Yang\", role = c(\"cre\", \"aut\"), email = \"zi.yang@ufl.edu\"), \nperson(\"Kshitij\", \"Khare\", role = \"aut\"),\nperson(\"George\", \"Michailidis\", role = \"aut\"))", "Description": "Allow user to run the Adaptive Correlated Spike and Slab\n(ACSS) algorithm, corresponding INdependent Spike and Slab\n(INSS) algorithm, and Giannone, Lenza and Primiceri (GLP)\nalgorithm with adaptive burn-in. All of the three algorithms\nare used to fit high dimensional data set with either sparse\nstructure, or dense structure with smaller contributions from\nall predictors. The state-of-the-art GLP algorithm is in\nGiannone, D., Lenza, M., & Primiceri, G. E. (2021,\nISBN:978-92-899-4542-4) \"Economic predictions with big data:\nThe illusion of sparsity\". The two new algorithms, ACSS\nalgorithm and INSS algorithm, and the discussion on their\nperformance can be seen in Yang, Z., Khare, K., & Michailidis,\nG. (2024, submitted to Journal of Business & Economic\nStatistics) \"Bayesian methodology for adaptive sparsity and\nshrinkage in regression\".", "License": "GPL-3", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "LazyData": "true", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-29 08:11:20 UTC", "User": "root" }, "Author": "Ziqian Yang [cre, aut], Kshitij Khare [aut], George Michailidis\n[aut]", "Maintainer": "Ziqian Yang ", "Repository": "https://nkyangtzeqian.r-universe.dev", "Date/Publication": "2025-10-11 04:40:02 UTC", "RemoteUrl": "https://github.com/cran/ACSSpack", "RemoteRef": "HEAD", "RemoteSha": "a98c93ed890a34db5758ccb47a66544d6aa81090", "MD5sum": "536073a62c92b10a54e0664a01ef1fd7", "_user": "nkyangtzeqian", "_type": "src", "_file": "ACSSpack_1.0.0.2.tar.gz", "_fileid": "44f00cf07e3cfa1721af1b5d5cade2424d2532d3d2096992726cdc04dd28390f", "_filesize": 2032528, "_sha256": "44f00cf07e3cfa1721af1b5d5cade2424d2532d3d2096992726cdc04dd28390f", "_created": "2026-05-29T08:11:20.000Z", "_published": "2026-05-31T06:00:57.712Z", "_distro": "noble", "_jobs": [ { "job": 78703873639, "time": 151, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7286173524" }, { "job": 78703873571, "time": 101, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7286159565" }, { "job": 78703873599, "time": 119, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7286164803" }, { "job": 78703873640, "time": 121, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7286165371" }, { "job": 78703873515, "time": 97, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "FAIL", "artifact": "" }, { "job": 78703873513, "time": 217, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "FAIL", "artifact": "" }, { "job": 78703873520, "time": 126, "config": "macos-release-arm64", "r": "4.6.0", "check": "FAIL", "artifact": "" }, { "job": 78703873499, "time": 170, "config": "macos-release-x86_64", "r": "4.6.0", "check": "FAIL", "artifact": "" }, { "job": 78703873465, "time": 171, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7286130122" }, { "job": 78703873620, "time": 105, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7286161212" }, { "job": 78703873496, "time": 88, "config": "windows-devel", "r": "4.7.0", "check": "FAIL", "artifact": "" }, { "job": 78703873498, "time": 61, "config": "windows-oldrel", "r": "4.5.3", "check": "FAIL", "artifact": "" }, { "job": 78703873497, "time": 77, "config": "windows-release", "r": "4.6.0", "check": "FAIL", "artifact": "" } ], "_buildurl": "https://github.com/r-universe/nkyangtzeqian/actions/runs/26625986290", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/ACSSpack", "_commit": { "id": "a98c93ed890a34db5758ccb47a66544d6aa81090", "author": "Ziqian Yang ", "committer": "cran-robot ", "message": "version 1.0.0.2\n", "time": 1760157602 }, "_maintainer": { "name": "Ziqian Yang", "email": "zi.yang@ufl.edu", "login": "nkyangtzeqian", "description": "", "uuid": 45631159 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.0.2", "role": "Depends" }, { "package": "Rcpp", "version": ">= 1.0.11", "role": "LinkingTo" }, { "package": "RcppArmadillo", "version": ">= 0.12.6.3.0", "role": "LinkingTo" }, { "package": "stats", "role": "Imports" }, { "package": "HDCI", "version": ">= 1.0-2", "role": "Imports" }, { "package": "MASS", "version": ">= 7.3-60", "role": "Imports" }, { "package": "extraDistr", "version": ">= 1.4-4", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-41", "n": 1 } ], "_tags": [ { "name": "1.0.0.2", "date": "2025-10-11" } ], "_stars": 0, "_contributors": [ { "user": "nkyangtzeqian", "count": 2, "uuid": 45631159 } ], "_userbio": { "uuid": 45631159, "type": "user", "name": "Ziqian Yang" }, "_downloads": { "count": 200, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ACSSpack" }, "_topics": [ "openblas", "cpp", "openmp" ], "_rbuild": "4.6.0", "_assets": [ "extra/ACSSpack.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "manual.pdf" ], "_realowner": "nkyangtzeqian", "_cranurl": false, "_releases": [ { "version": "0.0.1.4", "date": "2024-07-04" }, { "version": "1.0.0.2", "date": "2025-10-11" } ], "_exports": [ "ACSS_gs", "GLP_gs", "INSS_gs" ], "_datasets": [ { "name": "Econ_data", "title": "Economic data from the GLP paper", "object": "Econ_data", "class": [ "list" ], "fields": [], "table": true, "tojson": true } ], "_help": [ { "page": "ACSS_gs", "title": "ACSS algorithm", "topics": [ "ACSS_gs" ] }, { "page": "Econ_data", "title": "Economic data from the GLP paper", "topics": [ "Econ_data" ] }, { "page": "GLP_gs", "title": "GLP algorithm", "topics": [ "GLP_gs" ] }, { "page": "INSS_gs", "title": "INSS algorithm", "topics": [ "INSS_gs" ] } ], "_rundeps": [ "codetools", "doParallel", "extraDistr", "foreach", "glmnet", "HDCI", "iterators", "lattice", "MASS", "Matrix", "mvtnorm", "Rcpp", "RcppArmadillo", "RcppEigen", "shape", "slam", "survival" ], "_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, "_indexed": true, "_nocasepkg": "acsspack", "_universes": [ "nkyangtzeqian" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.0.2", "date": "2026-05-29T08:13:59.000Z", "distro": "noble", "arch": "aarch64", "commit": "a98c93ed890a34db5758ccb47a66544d6aa81090", "fileid": "5cea8c3f63e10b7314c7c6f1eda55cfb8fb653f228ad1690959f05296bd6625e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nkyangtzeqian/actions/runs/26625986290" }, { "r": "4.7.0", "os": "linux", "version": "1.0.0.2", "date": "2026-05-29T08:13:09.000Z", "distro": "noble", "arch": "x86_64", "commit": "a98c93ed890a34db5758ccb47a66544d6aa81090", "fileid": "291d22d2b7d904ac0622e0b0dd6e7e2c2bd64420acbce5ae290ccc1013720ee9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nkyangtzeqian/actions/runs/26625986290" }, { "r": "4.6.0", "os": "linux", "version": "1.0.0.2", "date": "2026-05-29T08:13:29.000Z", "distro": "noble", "arch": "aarch64", "commit": "a98c93ed890a34db5758ccb47a66544d6aa81090", "fileid": "254285678ea555c6e5f2bb292184de203cefb5bae57f01822701fd1586bb5968", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nkyangtzeqian/actions/runs/26625986290" }, { "r": "4.6.0", "os": "linux", "version": "1.0.0.2", "date": "2026-05-29T08:13:29.000Z", "distro": "noble", "arch": "x86_64", "commit": "a98c93ed890a34db5758ccb47a66544d6aa81090", "fileid": "ed45fed5b90c998058c2ada34168da647ca00d02cf7a905c7fbb71cf19f46da2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nkyangtzeqian/actions/runs/26625986290" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.0.2", "date": "2026-05-29T08:13:28.000Z", "arch": "emscripten", "commit": "a98c93ed890a34db5758ccb47a66544d6aa81090", "fileid": "da47d227d0ac6f5bed9ab12d7188dc12eb85ee33dec2531e201981418d061b4c", "status": "success", "buildurl": "https://github.com/r-universe/nkyangtzeqian/actions/runs/26625986290" } ] }