{ "_id": "6a2a635b7b7a29ca6003f7f6", "Package": "MTSYS", "Type": "Package", "Title": "Methods in Mahalanobis-Taguchi (MT) System", "Version": "1.2.1", "Date": "2018-04-18", "Authors@R": "c(\nperson(\"Akifumi\", \"Okayama\", email = \"akifumi.okayama@akane.waseda.jp\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Masato\", \"Ohkubo\", role = \"ctb\"),\nperson(\"Yasushi\", \"Nagata\", role = \"ctb\"))", "Description": "Mahalanobis-Taguchi (MT) system is a collection of\nmultivariate analysis methods developed for the field of\nquality engineering. MT system consists of two families\ndepending on their purpose. One is a family of\nMahalanobis-Taguchi (MT) methods (in the broad sense) for\ndiagnosis (see Woodall, W. H., Koudelik, R., Tsui, K. L., Kim,\nS. B., Stoumbos, Z. G., and Carvounis, C. P. (2003)\n) and the other is a family of\nTaguchi (T) methods for forecasting (see Kawada, H., and\nNagata, Y. (2015) ). The MT package\ncontains three basic methods for the family of MT methods and\none basic method for the family of T methods. The MT method (in\nthe narrow sense), the Mahalanobis-Taguchi Adjoint (MTA)\nmethods, and the Recognition-Taguchi (RT) method are for the MT\nmethod and the two-sided Taguchi (T1) method is for the family\nof T methods. In addition, the Ta and Tb methods, which are the\nimproved versions of the T1 method, are included.", "Encoding": "UTF-8", "License": "MIT + file LICENSE", "RoxygenNote": "6.0.1", "URL": "https://github.com/okayaa/MTSYS", "BugReports": "https://github.com/okayaa/MTSYS/issues", "Repository": "https://okayaa.r-universe.dev", "Date/Publication": "2021-03-11 13:38:14 UTC", "RemoteUrl": "https://github.com/okayaa/mtsys", "RemoteRef": "HEAD", "RemoteSha": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-11 07:23:45 UTC", "User": "root" }, "Author": "Akifumi Okayama [aut, cre],\nMasato Ohkubo [ctb],\nYasushi Nagata [ctb]", "Maintainer": "Akifumi Okayama ", "MD5sum": "e667689286a25c580dd32bf2637a9f31", "_user": "okayaa", "_type": "src", "_file": "MTSYS_1.2.1.tar.gz", "_fileid": "d026d53c5194d955d2748398667885ca5dd04b954df87eba323a6410824a48a6", "_filesize": 207006, "_sha256": "d026d53c5194d955d2748398667885ca5dd04b954df87eba323a6410824a48a6", "_created": "2026-06-11T07:23:45.000Z", "_published": "2026-06-11T07:27:23.486Z", "_distro": "noble", "_jobs": [ { "job": 80742648903, "time": 115, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7557467886" }, { "job": 80742648907, "time": 107, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7557465801" }, { "job": 80742648860, "time": 167, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7557482624" }, { "job": 80742648885, "time": 122, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7557470615" }, { "job": 80742298122, "time": 133, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7557431023" }, { "job": 80742648884, "time": 91, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7557460742" }, { "job": 80742648930, "time": 68, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7557453183" }, { "job": 80742648964, "time": 66, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7557452374" }, { "job": 80742648891, "time": 64, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7557452021" } ], "_buildurl": "https://github.com/r-universe/okayaa/actions/runs/27330718585", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/okayaa/mtsys", "_commit": { "id": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "author": "okayaa ", "committer": "GitHub ", "message": "Update general_T.R\n\nHandled the case when all eta_hats are 0.", "time": 1615469894 }, "_maintainer": { "name": "Akifumi Okayama", "email": "akifumi.okayama@akane.waseda.jp", "login": "okayaa", "description": "", "uuid": 26814854 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "covr", "role": "Suggests" } ], "_owner": "okayaa", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 6, "_contributors": [ { "user": "okayaa", "count": 19, "uuid": 26814854 } ], "_userbio": { "uuid": 26814854, "type": "user", "name": "okayaa" }, "_downloads": { "count": 183, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MTSYS" }, "_devurl": "https://github.com/okayaa/mtsys", "_searchresults": 29, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/MTSYS.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/okayaa/mtsys", "_realowner": "okayaa", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2017-08-02" }, { "version": "1.2.0", "date": "2017-09-10" } ], "_exports": [ "calc_cofactor", "calc_M_hat", "calc_overall_predicton_eta", "diagnosis", "forecasting", "general_diagnosis.MT", "general_forecasting.T", "general_MT", "general_T", "generates_dimensionality_reduction_function", "generates_model", "generates_normalization_function", "generates_transformation_functions_T1", "generates_transformation_functions_Tb", "generates_unit_space", "MT", "MTA", "RT", "T1", "Ta", "Tb" ], "_help": [ { "page": "calc_cofactor", "title": "Function to calculate a cofactor matrix", "topics": [ "calc_cofactor" ] }, { "page": "calc_M_hat", "title": "Function to estimate M value (M hat) for a family of T methods.", "topics": [ "calc_M_hat" ] }, { "page": "calc_overall_predicton_eta", "title": "Function to calculate overall prediction eta for the T method", "topics": [ "calc_overall_predicton_eta" ] }, { "page": "diagnosis", "title": "Function to predict a diagnosis for a family of Mahalanobis-Taguchi (MT) methods", "topics": [ "diagnosis" ] }, { "page": "diagnosis.MT", "title": "Diagnosis method for the Mahalanobis-Taguchi (MT) method", "topics": [ "diagnosis.MT" ] }, { "page": "diagnosis.MTA", "title": "Diagnosis method for the Mahalanobis-Taguchi Adjoint (MTA) method", "topics": [ "diagnosis.MTA" ] }, { "page": "diagnosis.RT", "title": "Diagnosis method for the Recognition-Taguchi (RT) method", "topics": [ "diagnosis.RT" ] }, { "page": "forecasting", "title": "Function to predict a forecasting for a family of Taguchi (T) methods", "topics": [ "forecasting" ] }, { "page": "forecasting.T1", "title": "Forecasting method for the T1 method", "topics": [ "forecasting.T1" ] }, { "page": "forecasting.Ta", "title": "Forecasting method for the Ta method", "topics": [ "forecasting.Ta" ] }, { "page": "forecasting.Tb", "title": "Forecasting method for the Tb method", "topics": [ "forecasting.Tb" ] }, { "page": "general_diagnosis.MT", "title": "General function to implement a diagnosis method for a family of Mahalanobis-Taguchi (MT) methods", "topics": [ "general_diagnosis.MT" ] }, { "page": "general_forecasting.T", "title": "General function to implement a forecasting method for a family of Taguchi (T) methods", "topics": [ "general_forecasting.T" ] }, { "page": "general_MT", "title": "General function to generate a unit space for a family of Mahalanobis-Taguchi (MT) methods", "topics": [ "general_MT" ] }, { "page": "general_T", "title": "General function to generate a prediction expression for a family of Taguchi (T) methods", "topics": [ "general_T" ] }, { "page": "generates_dimensionality_reduction_function", "title": "Function to generate a data transformation function for the Recognition-Taguchi (RT) method", "topics": [ "generates_dimensionality_reduction_function" ] }, { "page": "generates_model", "title": "Wrapper function to generate a model for a family of Taguchi (T) methods", "topics": [ "generates_model" ] }, { "page": "generates_normalization_function", "title": "Function to generate the data normalization function", "topics": [ "generates_normalization_function" ] }, { "page": "generates_transformation_functions_T1", "title": "Function to generate data transformation functions for the T1 methods", "topics": [ "generates_transformation_functions_T1" ] }, { "page": "generates_transformation_functions_Tb", "title": "Function to generate data transformation functions for the Tb methods", "topics": [ "generates_transformation_functions_Tb" ] }, { "page": "generates_unit_space", "title": "Wrapper function to generate a unit space for a family of Mahalanobis-Taguchi (MT) methods", "topics": [ "generates_unit_space" ] }, { "page": "MT", "title": "Function to generate a unit space for the Mahalanobis-Taguchi (MT) method", "topics": [ "MT" ] }, { "page": "MTA", "title": "Function to generate a unit space for the Mahalanobis-Taguchi Adjoint (MTA) method", "topics": [ "MTA" ] }, { "page": "RT", "title": "Function to generate a unit space for the Recognition-Taguchi (RT) method", "topics": [ "RT" ] }, { "page": "T1", "title": "Function to generate a prediction expression for the two-sided Taguchi (T1) method", "topics": [ "T1" ] }, { "page": "Ta", "title": "Function to generate a prediction expression for the Ta method", "topics": [ "Ta" ] }, { "page": "Tb", "title": "Function to generate a prediction expression for the Tb method", "topics": [ "Tb" ] } ], "_readme": "https://github.com/okayaa/mtsys/raw/HEAD/README.md", "_rundeps": [], "_score": 3.9395192526186182, "_indexed": true, "_nocasepkg": "mtsys", "_universes": [ "okayaa" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.2.1", "date": "2026-06-11T07:25:42.000Z", "distro": "noble", "commit": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "fileid": "20a5c43ed6ef62ce5218f92a4a28ed97fdc99d79b2d47511822502ee45cb7ed2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/okayaa/actions/runs/27330718585" }, { "r": "4.6.0", "os": "linux", "version": "1.2.1", "date": "2026-06-11T07:25:36.000Z", "distro": "noble", "commit": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "fileid": "c89eac1d8460a6c7f797f764f111f6d29d99afeeecfe7823bc8985991e4b6dc1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/okayaa/actions/runs/27330718585" }, { "r": "4.5.3", "os": "mac", "version": "1.2.1", "date": "2026-06-11T07:26:30.000Z", "commit": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "fileid": "bd1b88d229ca0a62ee09f6d9d224ab6520c124070cec19379e19cc9dfced74dc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/okayaa/actions/runs/27330718585" }, { "r": "4.6.0", "os": "mac", "version": "1.2.1", "date": "2026-06-11T07:25:54.000Z", "commit": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "fileid": "dc7b72f6faa190bbc001b4ccdeca0a2206178258ba040429d7341a3d80c026a3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/okayaa/actions/runs/27330718585" }, { "r": "4.6.0", "os": "wasm", "version": "1.2.1", "date": "2026-06-11T07:25:30.000Z", "commit": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "fileid": "e04083cd894b29c21f9b57a638195ec104fdaac4deaaf0e059ff61b05f3c67b6", "status": "success", "buildurl": "https://github.com/r-universe/okayaa/actions/runs/27330718585" }, { "r": "4.7.0", "os": "win", "version": "1.2.1", "date": "2026-06-11T07:24:53.000Z", "commit": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "fileid": "386438b0346333c69932fcdebcbb4ef31c6280a0c57d976dfb46442f2c6fb3b5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/okayaa/actions/runs/27330718585" }, { "r": "4.5.3", "os": "win", "version": "1.2.1", "date": "2026-06-11T07:24:47.000Z", "commit": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "fileid": "985eed53b7e9416c874e5bcd932f8ed944f884ff4403f2fd4b3d782adf7d84b0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/okayaa/actions/runs/27330718585" }, { "r": "4.6.0", "os": "win", "version": "1.2.1", "date": "2026-06-11T07:24:46.000Z", "commit": "c3dae3fbafda23de591572d1fa5dcb5622812df3", "fileid": "40219cdec045a50a4fde3c85d633eae2c486e667e28aeb17a3ec04f1715e467f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/okayaa/actions/runs/27330718585" } ] }