{ "_id": "6ac4c6e2f511ae58c09a1313", "Package": "semidist", "Type": "Package", "Title": "Measure Dependence Between Categorical and Continuous Variables", "Version": "0.1.0", "Date": "2023-11-19", "Authors@R": "c(\nperson(\"Wei\", \"Zhong\", email = \"wzhong@xmu.edu.cn\", role = c(\"aut\")),\nperson(\"Zhuoxi\", \"Li\", email = \"chainchei@gmail.com\", role = c(\"aut\", \"cre\", \"cph\")),\nperson(\"Wenwen\", \"Guo\", email = \"guowenwen114@163.com\", role = c(\"aut\")),\nperson(\"Hengjian\", \"Cui\", email = \"hjcui@bnu.edu.cn\", role = c(\"aut\")),\nperson(\"Runze\", \"Li\", email = \"ril4@psu.edu\", role = c(\"aut\")))", "Description": "Semi-distance and mean-variance (MV) index are proposed to\nmeasure the dependence between a categorical random variable\nand a continuous variable. Test of independence and feature\nscreening for classification problems can be implemented via\nthe two dependence measures. For the details of the methods,\nsee Zhong et al. (2023) ;\nCui and Zhong (2019) ; Cui, Li\nand Zhong (2015) .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.2.3", "Config/testthat/edition": "3", "URL": "https://github.com/wzhong41/semidist", "BugReports": "https://github.com/wzhong41/semidist/issues", "Config/pak/sysreqs": "libgsl0-dev", "Repository": "https://wzhong41.r-universe.dev", "Date/Publication": "2023-11-20 19:38:29 UTC", "RemoteUrl": "https://github.com/wzhong41/semidist", "RemoteRef": "HEAD", "RemoteSha": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-06 09:54:07 UTC", "User": "root" }, "Author": "Wei Zhong [aut],\nZhuoxi Li [aut, cre, cph],\nWenwen Guo [aut],\nHengjian Cui [aut],\nRunze Li [aut]", "Maintainer": "Zhuoxi Li ", "_user": "wzhong41", "_type": "src", "_file": "semidist_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/777ce73b6b51dafa7db17a439d37fbfbc4cc2482430efc85e21efa2666d352e6", "_filesize": 233327, "_sha256": "777ce73b6b51dafa7db17a439d37fbfbc4cc2482430efc85e21efa2666d352e6", "_expires": "2027-01-14T10:01:05.000Z", "_created": "2026-10-06T09:54:07.000Z", "_published": "2026-10-06T10:01:06.661Z", "_jobs": [ { "job": 112211503320, "time": 106, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11403376235" }, { "job": 112211503543, "time": 108, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11404050127" }, { "job": 112211503501, "time": 104, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11403595908" }, { "job": 112211503270, "time": 148, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11403009910" }, { "job": 112211503357, "time": 167, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11403560958" }, { "job": 112211503334, "time": 255, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11404245281" }, { "job": 112211503376, "time": 181, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11403855495" }, { "job": 112211503412, "time": 360, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11403671298" }, { "job": 112210237282, "time": 200, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11403730703" }, { "job": 112211503162, "time": 91, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11403820440" }, { "job": 112211503468, "time": 354, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11404145483" }, { "job": 112211503464, "time": 146, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11403024825" }, { "job": 112211503507, "time": 101, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11403840640" }, { "job": 112211503393, "time": 353, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11403931127" }, { "job": 112211503497, "time": 98, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11403029583" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466", "_status": "success", "_upstream": "https://github.com/wzhong41/semidist", "_commit": { "id": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "author": "Chainchei ", "committer": "Chainchei ", "message": "Resubmission: Removed the code that set a seed to\na specific number within a function in \"R/mv.R\".\n", "time": 1700509109 }, "_maintainer": { "name": "Zhuoxi Li", "email": "chainchei@gmail.com", "login": "chainchei", "description": "", "uuid": 26576224 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "energy", "role": "Imports" }, { "package": "FNN", "role": "Imports" }, { "package": "furrr", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "Rcpp", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "wzhong41", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 2, "_contributors": [ { "user": "chainchei", "count": 8, "uuid": 26576224 } ], "_userbio": { "uuid": 35896949, "type": "user", "name": "wzhong41", "followers": 2 }, "_downloads": { "count": 238, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/semidist" }, "_devurl": "https://github.com/wzhong41/semidist", "_searchresults": 4, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/semidist.html", "LICENSE" ], "_homeurl": "https://github.com/wzhong41/semidist", "_realowner": "wzhong41", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2023-11-21" } ], "_exports": [ "MINTsemiauto", "MINTsemiperm", "mv", "mv_sis", "mv_test", "sd_sis", "sd_test", "sdcor", "sdcov", "switch_cat_repr" ], "_help": [ { "page": "MINTsemiperm", "title": "Mutual information independence test (categorical-continuous case)", "topics": [ "MINTsemiauto", "MINTsemiperm" ] }, { "page": "mv", "title": "Mean Variance (MV) statistics", "topics": [ "mv" ] }, { "page": "mv_sis", "title": "Feature screening via MV Index", "topics": [ "mv_sis" ] }, { "page": "mv_test", "title": "MV independence test", "topics": [ "mv_test" ] }, { "page": "print.indtest", "title": "Print Method for Independence Tests Between Categorical and Continuous Variables", "topics": [ "print.indtest" ] }, { "page": "sd_sis", "title": "Feature screening via semi-distance correlation", "topics": [ "sd_sis" ] }, { "page": "sd_test", "title": "Semi-distance independence test", "topics": [ "sd_test" ] }, { "page": "sdcov", "title": "Semi-distance covariance and correlation statistics", "topics": [ "sdcor", "sdcov" ] }, { "page": "switch_cat_repr", "title": "Switch the representation of a categorical object", "topics": [ "switch_cat_repr" ] }, { "page": "tr_estimate", "title": "Estimate the trace of the covariance matrix and its square", "topics": [ "tr_estimate" ] } ], "_readme": "https://github.com/wzhong41/semidist/raw/HEAD/README.md", "_rundeps": [ "boot", "cli", "codetools", "digest", "energy", "FNN", "furrr", "future", "globals", "glue", "gsl", "lifecycle", "listenv", "magrittr", "parallelly", "purrr", "Rcpp", "RcppArmadillo", "rlang", "vctrs" ], "_sysdeps": [ { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 3, "_indexed": true, "_nocasepkg": "semidist", "_universes": [ "wzhong41", "chainchei" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-06T09:55:59.000Z", "distro": "resolute", "arch": "aarch64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/eb05150c6efe07061ffc3c5d3be2f6c420cf5396c271e6806283073a07b1af12", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-06T09:56:03.000Z", "distro": "resolute", "arch": "x86_64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/974cb3db2b7e2a18566c9eda844b0ed64bbcac486e9ddb697518b429d154fcf3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-06T09:55:59.000Z", "distro": "resolute", "arch": "aarch64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/a5f03ba958d6724c8dcf6adf186f91f4a6c329eaceac47d18095ed63f4e6b982", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-06T09:57:09.000Z", "distro": "resolute", "arch": "x86_64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/f905c9055d797a6f1122bd22e1d3ad503922788a29a4d7d87dec15c1c4a379a7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-10-06T09:56:28.000Z", "arch": "aarch64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/72f8bd520a265973bc8f4394106c5ad4ce3ca7fa34e9e5a845c7cc6b513058e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-10-06T09:57:36.000Z", "arch": "x86_64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/5e1059d550e6ebed08c80c656306cfb9bc45ab7617db710ac6153deab518337e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-10-06T09:56:38.000Z", "arch": "aarch64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/e07ae2cb490985d72278502b66d292e7d7c48c1561edb6bc1f76a89f8af4fe45", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-10-06T09:58:32.000Z", "arch": "x86_64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/707115c68178b1bbe561aca379c427249ac9ba6bf098d60c068a1afc6d4bbe7c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-06T09:55:59.000Z", "arch": "emscripten", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/3cb906ad11ecca021f4b74127992fa546e5735f42ab1a90e665ac415c34e5747", "status": "success", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-06T09:59:26.000Z", "arch": "aarch64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/eff0a387becd6e789ce248a513b4c3dffeeca38b198367f835a9fa74a1e5feb2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-06T09:55:24.000Z", "arch": "x86_64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/4c21839c4fcb4c4ba609657a0698179cecd4efe4328935a0977700da5ff07e44", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-10-06T09:55:22.000Z", "arch": "x86_64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/968741f5adca0e8d75c4cb36cfa03480622f83e15d8b34bf372e021f1ab570eb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-06T09:59:16.000Z", "arch": "aarch64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/e5ab451ac07038dd041c4019d2b0e18b0919adacee57bb299825363ee95c6519", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-06T09:55:20.000Z", "arch": "x86_64", "commit": "0415822d1cc01d58d1248ce24f4b253aeeadc6bd", "fileid": "https://r2.ropensci.org/5efe7fec7db1677f6e2d21def13952bb4b2cd20024703eff6f2e6634bf2810a8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/wzhong41/actions/runs/37445766466" } ] }