{ "_id": "6a1036f3acfb0bcc41c9a33f", "Package": "mixR", "Type": "Package", "Title": "Finite Mixture Modeling for Raw and Binned Data", "Version": "0.2.0", "Date": "2021-05-06", "Authors@R": "person(\"Youjiao\", \"Yu\", email = \"jiaoisjiao@gmail.com\",\nrole = c(\"aut\", \"cre\"))", "Maintainer": "Youjiao Yu ", "Description": "Performs maximum likelihood estimation for finite mixture\nmodels for families including Normal, Weibull, Gamma and\nLognormal by using EM algorithm, together with Newton-Raphson\nalgorithm or bisection method when necessary. It also conducts\nmixture model selection by using information criteria or\nbootstrap likelihood ratio test. The data used for mixture\nmodel fitting can be raw data or binned data. The model fitting\nprocess is accelerated by using R package 'Rcpp'.", "License": "GPL (>= 2)", "LazyData": "TRUE", "RoxygenNote": "7.1.2", "NeedsCompilation": "yes", "Author": "Youjiao Yu [aut, cre]", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Repository": "https://garybaylor.r-universe.dev", "Date/Publication": "2024-10-14 18:19:39 UTC", "RemoteUrl": "https://github.com/garybaylor/mixr", "RemoteRef": "HEAD", "RemoteSha": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "Packaged": { "Date": "2026-05-12 06:33:23 UTC", "User": "root" }, "MD5sum": "1add3ee7b2ff3ccc325bbeea3ca07bdf", "_user": "garybaylor", "_type": "src", "_file": "mixR_0.2.0.tar.gz", "_fileid": "8b46deb4ea296daf0628d93f8627aa14844e2b8a0c4a0dfb8b7d82837e9ca8b4", "_filesize": 737785, "_sha256": "8b46deb4ea296daf0628d93f8627aa14844e2b8a0c4a0dfb8b7d82837e9ca8b4", "_created": "2026-05-12T06:33:23.000Z", "_published": "2026-05-22T10:58:59.100Z", "_distro": "noble", "_jobs": [ { "job": 77366167610, "time": 149, "config": "linux-devel-arm64", "r": "4.7.0", "check": "WARNING", "artifact": "6937297892" }, { "job": 77366167755, "time": 146, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "WARNING", "artifact": "6937296752" }, { "job": 77366167978, "time": 142, "config": "linux-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "6937296385" }, { "job": 77366167687, "time": 144, "config": "linux-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "6937295980" }, { "job": 77366168191, "time": 178, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "6937297837" }, { "job": 77366167764, "time": 264, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "WARNING", "artifact": "6937321690" }, { "job": 77366167697, "time": 164, "config": "macos-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "6937294415" }, { "job": 77366168059, "time": 301, "config": "macos-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "6937328268" }, { "job": 77366167160, "time": 227, "config": "source", "r": "4.6.0", "check": "ERROR", "artifact": "6937259451" }, { "job": 77366167285, "time": 107, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7158870579" }, { "job": 77366167617, "time": 177, "config": "windows-devel", "r": "4.7.0", "check": "WARNING", "artifact": "6937304561" }, { "job": 77366167638, "time": 116, "config": "windows-oldrel", "r": "4.5.3", "check": "WARNING", "artifact": "6937288948" }, { "job": 77366167550, "time": 138, "config": "windows-release", "r": "4.6.0", "check": "WARNING", "artifact": "6937294394" } ], "_buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236", "_status": "failure", "_host": "GitHub-Actions", "_upstream": "https://github.com/garybaylor/mixr", "_commit": { "id": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "author": "cookie_monster ", "committer": "GitHub ", "message": "Merge pull request #39 from RetoSchmucki/patch-1\n\nfix depreciated dot-dot expression in plot.R", "time": 1728929979 }, "_maintainer": { "name": "Youjiao Yu", "email": "jiaoisjiao@gmail.com", "login": "garybaylor", "uuid": 12647683 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "ggplot2", "version": ">= 3.3.3", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "Rcpp", "version": ">= 1.0.6", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "mockery", "role": "Suggests" } ], "_owner": "garybaylor", "_selfowned": true, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 9, "_contributors": [ { "user": "garybaylor", "count": 96, "uuid": 12647683 }, { "user": "retoschmucki", "count": 1, "uuid": 2060808 }, { "user": "soodoku", "count": 1, "uuid": 721466 } ], "_userbio": { "uuid": 12647683, "type": "user", "name": "cookie_monster", "description": "Data Scientist" }, "_downloads": { "count": 524, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mixR" }, "_mentions": 2, "_devurl": "https://github.com/garybaylor/mixr", "_searchresults": 108, "_topics": [ "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/mixR.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/garybaylor/mixr", "_realowner": "garybaylor", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2017-02-25" }, { "version": "0.1.1", "date": "2018-06-07" }, { "version": "0.2.0", "date": "2021-06-01" }, { "version": "0.2.1", "date": "2024-10-20" } ], "_exports": [ "bin", "bs.test", "initz", "mixfit", "reinstate", "rmixgamma", "rmixlnorm", "rmixnormal", "rmixweibull", "select", "to_k_lambda_weibull", "to_mu_sd_gamma", "to_mu_sd_lnorm", "to_mu_sd_weibull", "to_mulog_sdlog_lnorm", "to_shape_rate_gamma" ], "_datasets": [ { "name": "Stamp", "title": "1872 Hidalgo Stamp Data", "object": "Stamp", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true }, { "name": "Stamp2", "title": "1872 Hidalgo Stamp Data (Binned)", "object": "Stamp2", "class": [ "matrix", "array" ], "fields": [ "lower", "upper", "freq" ], "rows": 62, "table": true, "tojson": true } ], "_help": [ { "page": "mixR-package", "title": "Finite Mixture Modeling for Raw and Binned Data", "topics": [ "mixR-package", "mixR" ] }, { "page": "bin", "title": "Binning the Raw Data", "topics": [ "bin" ] }, { "page": "bs.test", "title": "Bootstrap Likelihood Ratio Test for Finite Mixture Models", "topics": [ "bs.test" ] }, { "page": "density.mixfitEM", "title": "The Density of Finite Mixture Models", "topics": [ "density.mixfitEM" ] }, { "page": "initz", "title": "Initialization of the EM Algorithm", "topics": [ "initz" ] }, { "page": "mixfit", "title": "Finite Mixture Modeling for Raw Data and Binned Data", "topics": [ "mixfit" ] }, { "page": "plot.bootEM", "title": "Plot Bootstrap Likelihood Ratio Test", "topics": [ "plot.bootEM" ] }, { "page": "plot.mixfitEM", "title": "Plotting the Fitted Mixture Models", "topics": [ "plot.mixfitEM" ] }, { "page": "plot.selectEM", "title": "Plot Method for Class 'selectEM'", "topics": [ "plot.selectEM" ] }, { "page": "print.mixfitEM", "title": "Print Method for Class 'mixfitEM'", "topics": [ "print.mixfitEM" ] }, { "page": "print.selectEM", "title": "Print Method for Class 'selectEM'", "topics": [ "print.selectEM" ] }, { "page": "reinstate", "title": "Reinstate the Binned Data to the Raw Data", "topics": [ "reinstate" ] }, { "page": "rmixgamma", "title": "Generating Random Data From A Gamma Mixture Model", "topics": [ "rmixgamma" ] }, { "page": "rmixlnorm", "title": "Generating Random Data From A Lognormal Mixture Model", "topics": [ "rmixlnorm" ] }, { "page": "rmixnormal", "title": "Generating Random Data From A Normal Mixture Model", "topics": [ "rmixnormal" ] }, { "page": "rmixweibull", "title": "Generating Random Data From A Weibull Mixture Model", "topics": [ "rmixweibull" ] }, { "page": "select", "title": "Finite Mixture Model Selection by Information Criterion", "topics": [ "select" ] }, { "page": "Stamp", "title": "1872 Hidalgo Stamp Data", "topics": [ "Stamp" ] }, { "page": "Stamp2", "title": "1872 Hidalgo Stamp Data (Binned)", "topics": [ "Stamp2" ] }, { "page": "to_k_lambda_weibull", "title": "Parameter Conversion for Weibull Distribution", "topics": [ "to_k_lambda_weibull" ] }, { "page": "to_mu_sd_gamma", "title": "Parameter Conversion for Gamma Distribution", "topics": [ "to_mu_sd_gamma" ] }, { "page": "to_mu_sd_lnorm", "title": "Parameter Conversion for Lognormal Distribution", "topics": [ "to_mu_sd_lnorm" ] }, { "page": "to_mu_sd_weibull", "title": "Parameter Conversion for Weibull Distribution", "topics": [ "to_mu_sd_weibull" ] }, { "page": "to_mulog_sdlog_lnorm", "title": "Parameter Conversion for Lognormal Distribution", "topics": [ "to_mulog_sdlog_lnorm" ] }, { "page": "to_shape_rate_gamma", "title": "Parameter Conversion for Gamma Distribution", "topics": [ "to_shape_rate_gamma" ] } ], "_readme": "https://github.com/garybaylor/mixr/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "Rcpp", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "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": 5.7658175153099185, "_indexed": true, "_nocasepkg": "mixr", "_universes": [ "garybaylor" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-05-12T06:35:46.000Z", "distro": "noble", "arch": "aarch64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "9bc735d4f0bcc0221aa583b6cf2b1f52c9e74e6c4c166eb14b69eabb0b0b49bd", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-05-12T06:35:36.000Z", "distro": "noble", "arch": "x86_64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "e30f838b1f35f03938a1aa76bf10d787430610d5b930cf149a3d8b0a268fefed", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.6.0", "os": "linux", "version": "0.2.0", "date": "2026-05-12T06:35:40.000Z", "distro": "noble", "arch": "aarch64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "fed186cee8e4633b721925a86ccb8275f92992095861c6382f943ffd9190985b", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.6.0", "os": "linux", "version": "0.2.0", "date": "2026-05-12T06:35:34.000Z", "distro": "noble", "arch": "x86_64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "e90823981217be5802f1d99d083f722b8138696a6604d8b597e1718fbcd1b77e", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.5.3", "os": "mac", "version": "0.2.0", "date": "2026-05-12T06:35:46.000Z", "arch": "aarch64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "2ab2d96e6159e89a8e787bfde4019cd8d9543b2a4c08cc2cdac57b3db1369dab", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.5.3", "os": "mac", "version": "0.2.0", "date": "2026-05-12T06:36:58.000Z", "arch": "x86_64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "1576340ed41f72636a71a8e1f44d69cec648771b76f613ebf387b714e079f7a9", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.6.0", "os": "mac", "version": "0.2.0", "date": "2026-05-12T06:35:19.000Z", "arch": "aarch64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "dd5384d0b9ce01ae2baccd708af28d455d657912640f6055ae759e612f2897a8", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.6.0", "os": "mac", "version": "0.2.0", "date": "2026-05-12T06:37:19.000Z", "arch": "x86_64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "f7aa574a415e519837143070fb0aeceb03b04a3613a382c6ba4ab51e8c24d3cb", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.7.0", "os": "win", "version": "0.2.0", "date": "2026-05-12T06:35:37.000Z", "arch": "x86_64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "264adf54b749516ddc254b8ae8f53f7df9f175b8ba01e68e80b8cf6b25cf241a", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.5.3", "os": "win", "version": "0.2.0", "date": "2026-05-12T06:34:36.000Z", "arch": "x86_64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "995e80fad89dd76073d8450beeadf8799aae0d5bf18004291a643647a1b99490", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.6.0", "os": "win", "version": "0.2.0", "date": "2026-05-12T06:34:47.000Z", "arch": "x86_64", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "ad0104edf7295aa33b9312fd7009a5e596ff82b8a2b49581eed55b6d582a0eeb", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.0", "date": "2026-05-22T10:58:39.000Z", "arch": "emscripten", "commit": "1b9e67228c7fc5154ce3f4f02e4da7dad3edb282", "fileid": "47b5428184795b06648d19af68ed49f192f53f2fec99efc911a341df53a0a1a8", "status": "success", "buildurl": "https://github.com/r-universe/garybaylor/actions/runs/25717588236" } ] }