{ "_id": "6a1f210bb401979e7342054f", "Package": "mixedCCA", "Type": "Package", "Title": "Sparse Canonical Correlation Analysis for High-Dimensional Mixed\nData", "Version": "1.6.3", "Date": "2025-11-17", "Authors@R": "c(\nperson(given = \"Grace\",\nfamily = \"Yoon\",\nrole = c(\"aut\"),\nemail = \"gyoon6067@gmail.com\",\ncomment = c(ORCID = \"0000-0003-3263-1352\")),\nperson(given = \"Mingze\",\nfamily = \"Huang\",\nrole = c(\"ctb\"),\nemail = \"mingzehuang@gmail.com\",\ncomment = c(ORCID = \"0000-0003-3919-1564\")),\nperson(given = \"Irina\",\nfamily = \"Gaynanova\",\nrole = c(\"aut\", \"cre\"),\nemail = \"irinagn@umich.edu\",\ncomment = c(ORCID = \"0000-0002-4116-0268\")))", "Maintainer": "Irina Gaynanova ", "Description": "Semi-parametric approach for sparse canonical correlation\nanalysis which can handle mixed data types: continuous, binary\nand truncated continuous. Bridge functions are provided to\nconnect Kendall's tau to latent correlation under the Gaussian\ncopula model. The methods are described in Yoon, Carroll and\nGaynanova (2020) and Yoon, Mueller\nand Gaynanova (2021) .", "License": "GPL-3", "Encoding": "UTF-8", "NeedsCompilation": "yes", "RoxygenNote": "7.3.3", "Config/pak/sysreqs": "cmake make libmagick++-dev gsfonts libicu-dev\nlibuv1-dev libssl-dev", "Repository": "https://irinagain.r-universe.dev", "Date/Publication": "2025-11-17 21:54:05 UTC", "RemoteUrl": "https://github.com/irinagain/mixedcca", "RemoteRef": "HEAD", "RemoteSha": "511c4af4b503fb733dcdba54c176496f25b297d9", "Packaged": { "Date": "2026-05-16 07:45:06 UTC", "User": "root" }, "Author": "Grace Yoon [aut] (ORCID: ),\nMingze Huang [ctb] (ORCID: ),\nIrina Gaynanova [aut, cre] (ORCID:\n)", "MD5sum": "b9ff5faddaf4b5c3f52892c69a43d049", "_user": "irinagain", "_type": "src", "_file": "mixedCCA_1.6.3.tar.gz", "_fileid": "f9e575ddb74eb42301ee1614b76bedde6fdbf3df48e386d1c19067117d6f142d", "_filesize": 210828, "_sha256": "f9e575ddb74eb42301ee1614b76bedde6fdbf3df48e386d1c19067117d6f142d", "_created": "2026-05-16T07:45:06.000Z", "_published": "2026-06-02T18:29:31.389Z", "_distro": "noble", "_jobs": [ { "job": 79143380637, "time": 171, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7031712096" }, { "job": 79143380316, "time": 189, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7031714240" }, { "job": 79143380526, "time": 185, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7031713724" }, { "job": 79143380312, "time": 178, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7031712942" }, { "job": 79143380866, "time": 133, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7031707469" }, { "job": 79143380819, "time": 185, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7031713709" }, { "job": 79143380636, "time": 119, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7031705657" }, { "job": 79143380594, "time": 185, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7031713752" }, { "job": 79143379360, "time": 218, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7031691401" }, { "job": 79143379692, "time": 161, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7366479422" }, { "job": 79143380268, "time": 142, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7031708478" }, { "job": 79143380606, "time": 142, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7031708471" }, { "job": 79143380893, "time": 141, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7031708404" } ], "_buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/irinagain/mixedcca", "_commit": { "id": "511c4af4b503fb733dcdba54c176496f25b297d9", "author": "Irina Gaynanova ", "committer": "Irina Gaynanova ", "message": "Merge branch 'master' of https://github.com/irinagain/mixedCCA\n", "time": 1763416445 }, "_maintainer": { "name": "Irina Gaynanova", "email": "irinagn@umich.edu", "login": "irinagain", "orcid": "0000-0002-4116-0268", "twitter": "@IrinaStats", "uuid": 7283985 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.0.1", "role": "Depends" }, { "package": "stats", "role": "Depends" }, { "package": "MASS", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "role": "Imports" }, { "package": "pcaPP", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "fMultivar", "role": "Imports" }, { "package": "mnormt", "role": "Imports" }, { "package": "irlba", "role": "Imports" }, { "package": "latentcor", "version": ">= 2.0.1", "role": "Imports" } ], "_owner": "irinagain", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-47", "n": 5 } ], "_tags": [], "_stars": 22, "_contributors": [ { "user": "graceyoon", "count": 127, "uuid": 21958984 }, { "user": "irinagain", "count": 39, "uuid": 7283985 }, { "user": "mingzehuang", "count": 6, "uuid": 70076112 } ], "_userbio": { "uuid": 7283985, "type": "user", "name": "Irina Gaynanova" }, "_downloads": { "count": 482, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mixedCCA" }, "_mentions": 1, "_devurl": "https://github.com/irinagain/mixedcca", "_searchresults": 26, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/mixedCCA.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/irinagain/mixedcca", "_realowner": "irinagain", "_cranurl": true, "_releases": [ { "version": "1.3.0", "date": "2020-08-26" }, { "version": "1.3.1", "date": "2020-08-27" }, { "version": "1.4.3", "date": "2020-10-12" }, { "version": "1.4.6", "date": "2021-03-21" }, { "version": "1.5.2", "date": "2022-05-26" }, { "version": "1.6.2", "date": "2022-09-10" }, { "version": "1.6.3", "date": "2025-11-18" } ], "_exports": [ "autocor", "blockcor", "estimateR", "estimateR_mixed", "find_w12bic", "GenerateData", "Kendall_matrix", "KendallTau", "lambdaseq_generate", "mixedCCA", "myrcc", "standardCCA" ], "_help": [ { "page": "corrstructure", "title": "Construct a correlation matrix", "topics": [ "autocor", "blockcor", "CorrStructure" ] }, { "page": "estimateR", "title": "Estimate latent correlation matrix", "topics": [ "estimateR", "estimateR_mixed" ] }, { "page": "find_w12bic", "title": "Internal mixedCCA function finding w1 and w2 given R1, R2 and R12", "topics": [ "find_w12bic" ] }, { "page": "GenerateData", "title": "Mixed type simulation data generator for sparse CCA", "topics": [ "GenerateData" ] }, { "page": "KendallTau", "title": "Kendall's tau correlation", "topics": [ "KendallTau", "Kendall_matrix" ] }, { "page": "lambdaseq_generate", "title": "Internal data-driven lambda sequence generating function.", "topics": [ "lambdaseq_generate" ] }, { "page": "mixedCCA", "title": "Sparse CCA for data of mixed types with BIC criterion", "topics": [ "mixedCCA" ] }, { "page": "myrcc", "title": "Internal RidgeCCA function", "topics": [ "myrcc" ] }, { "page": "standardCCA", "title": "Internal standard CCA function.", "topics": [ "standardCCA" ] } ], "_readme": "https://github.com/irinagain/mixedcca/raw/HEAD/README.md", "_rundeps": [ "abind", "askpass", "assertthat", "base64enc", "bslib", "ca", "cachem", "callr", "cli", "cluster", "codetools", "colorspace", "cpp11", "crosstalk", "cubature", "curl", "data.table", "dendextend", "digest", "doFuture", "doRNG", "dplyr", "egg", "evaluate", "farver", "fastmap", "fBasics", "fMultivar", "fontawesome", "foreach", "fs", "future", "future.apply", "gclus", "generics", "geometry", "ggplot2", "globals", "glue", "gridExtra", "gss", "gtable", "heatmaply", "highr", "htmltools", "htmlwidgets", "httr", "irlba", "isoband", "iterators", "jquerylib", "jsonlite", "knitr", "labeling", "latentcor", "later", "lattice", "lazyeval", "lifecycle", "linprog", "listenv", "lpSolve", "magic", "magrittr", "MASS", "Matrix", "MatrixModels", "memoise", "mgcv", "microbenchmark", "mime", "mnormt", "mvtnorm", "nlme", "numDeriv", "openssl", "otel", "parallelly", "pcaPP", "permute", "pillar", "pkgconfig", "plotly", "plyr", "processx", "promises", "ps", "purrr", "qap", "quantreg", "R6", "rappdirs", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppProgress", "registry", "reshape2", "rlang", "rmarkdown", "rngtools", "S7", "sass", "scales", "seriation", "sn", "SparseM", "spatial", "stabledist", "stringi", "stringr", "survival", "sys", "tibble", "tidyr", "tidyselect", "timeDate", "timeSeries", "tinytex", "TSP", "utf8", "vctrs", "vegan", "viridis", "viridisLite", "webshot", "withr", "xfun", "yaml" ], "_sysdeps": [ { "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" } ], "_score": 4.757396028793024, "_indexed": true, "_nocasepkg": "mixedcca", "_universes": [ "irinagain" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.6.3", "date": "2026-05-16T07:47:42.000Z", "distro": "noble", "arch": "aarch64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "9b3e1f5fa38381ea6fad2f4cfbe11e20bf285f81f8f76537807519b70371d91f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.7.0", "os": "linux", "version": "1.6.3", "date": "2026-05-16T07:47:58.000Z", "distro": "noble", "arch": "x86_64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "d8412b83ae3c0ca2ec02a46b3d63fec01e41e076237c58b2e528e0c44ab7c641", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.6.0", "os": "linux", "version": "1.6.3", "date": "2026-05-16T07:47:58.000Z", "distro": "noble", "arch": "aarch64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "24fc40b9a264a885fe3cda88f1402ee4ddb12369c67017515af6c4ac3603da5f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.6.0", "os": "linux", "version": "1.6.3", "date": "2026-05-16T07:47:48.000Z", "distro": "noble", "arch": "x86_64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "78de5aa60ad159d8181e27a87e8cd77edd93f174f8b3b488c690dd4120a9453e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.5.3", "os": "mac", "version": "1.6.3", "date": "2026-05-16T07:47:09.000Z", "arch": "aarch64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "b0af8daeaa587a693347770acfb9340c8caf9b6280adee6758fd4a60b887519e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.5.3", "os": "mac", "version": "1.6.3", "date": "2026-05-16T07:47:42.000Z", "arch": "x86_64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "ab2556f318c7aa77d7a0bedcac4b6cc14a7c50459f3358448d547ca4ac20623d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.6.0", "os": "mac", "version": "1.6.3", "date": "2026-05-16T07:46:52.000Z", "arch": "aarch64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "e575c1b325fdeb576173abfe854fada2c5841dfd9a0dadd9aa7cfac0563ba6b9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.6.0", "os": "mac", "version": "1.6.3", "date": "2026-05-16T07:47:40.000Z", "arch": "x86_64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "c88e3a813577d9107479584fb8f179eb7170c538cca3e4ddb3a55532e7204a72", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.7.0", "os": "win", "version": "1.6.3", "date": "2026-05-16T07:46:42.000Z", "arch": "x86_64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "e8e41cc45d1c0662e1a772d02b3acd9580b1a8f76a79cadc40c039676e62e0e0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.5.3", "os": "win", "version": "1.6.3", "date": "2026-05-16T07:46:43.000Z", "arch": "x86_64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "91f21bcd2aac0a00ce88f60fe42fba42acaaae54a3b9ee067ea328a52e40882d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.6.0", "os": "win", "version": "1.6.3", "date": "2026-05-16T07:46:48.000Z", "arch": "x86_64", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "eb43dd20d8bd2341a72d46ffaffcc3af607cf98d09e07a21303d9ec725b13afc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" }, { "r": "4.6.0", "os": "wasm", "version": "1.6.3", "date": "2026-06-02T18:29:04.000Z", "arch": "emscripten", "commit": "511c4af4b503fb733dcdba54c176496f25b297d9", "fileid": "1e1024ae5df97e9db2b3dbd8b471346b9b17b4ff502d5e630487b3e747aa99eb", "status": "success", "buildurl": "https://github.com/r-universe/irinagain/actions/runs/25956417716" } ] }