{ "_id": "6a106274acfb0bcc41ca802e", "Package": "EMAR", "Type": "Package", "Title": "Empirical Model Assessment", "Version": "1.0.0", "Date": "2023-11-10", "Authors@R": "c(person(given=c(\"Friday\", \"Nwabueze\"),\nfamily=\"Ogana\",\nrole = c(\"aut\", \"cre\"),\nemail=\"ogana_fry@yahoo.com\",\ncomment = c(ORCID = \"0000-0002-8388-204X\")),\nperson(given=\"Sacramento\",\nfamily=\"Corral-Rivas\",\nrole = \"aut\",\nemail=\"sacra.corral@gmail.com\",\ncomment = c(ORCID = \"0000-0001-7624-0623\")))", "Description": "A tool that allows users to generate various indices for\nevaluating statistical models. The fitstat() function computes\nindices based on the fitting data. The valstat() function\ncomputes indices based on the validation data set. Both\nfitstat() and valstat() will return 16 indices SSR: residual\nsum of squares, TRE: total relative error, Bias: mean bias,\nMRB: mean relative bias, MAB: mean absolute bias, MAPE: mean\nabsolute percentage error, MSE: mean squared error, RMSE: root\nmean square error, Percent.RMSE: percentage root mean squared\nerror, R2: coefficient of determination, R2adj: adjusted\ncoefficient of determination, APC: Amemiya's prediction\ncriterion, logL: Log-likelihood, AIC: Akaike information\ncriterion, AICc: corrected Akaike information criterion, BIC:\nBayesian information criterion, HQC: Hannan-Quin information\ncriterion. The lower the better for the SSR, TRE, Bias, MRB,\nMAB, MAPE, MSE, RMSE, Percent.RMSE, APC, AIC, AICc, BIC and HQC\nindices. The higher the better for R2 and R2adj indices. Petre\nStoica, P., Selén, Y. (2004) \\n\nZhou et al. (2023) \\n Ogana,\nF.N., Ercanli, I. (2021) \\n\nMusabbikhah et al. (2019)\n.", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "License": "GPL (>= 3)", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-08 07:38:37 UTC", "User": "root" }, "Author": "Friday Nwabueze Ogana [aut, cre]\n(), Sacramento\nCorral-Rivas [aut] ()", "Maintainer": "Friday Nwabueze Ogana ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2023-11-10 21:30:25 UTC", "RemoteUrl": "https://github.com/cran/EMAR", "RemoteRef": "HEAD", "RemoteSha": "9290b599e98385a1857180515a753512ad96ff83", "MD5sum": "9e523fbff9e9e0186b540efe3c6c3332", "_user": "cran", "_type": "src", "_file": "EMAR_1.0.0.tar.gz", "_fileid": "6d1dd1d9107d49219f5e6e8564ca920b65ffce58b515f7ea8f913aaad38d4bf5", "_filesize": 97037, "_sha256": "6d1dd1d9107d49219f5e6e8564ca920b65ffce58b515f7ea8f913aaad38d4bf5", "_created": "2026-05-08T07:38:37.000Z", "_published": "2026-05-22T14:04:36.139Z", "_distro": "noble", "_jobs": [ { "job": 77395722071, "time": 78, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6874263968" }, { "job": 77395722684, "time": 92, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6874268229" }, { "job": 77395721920, "time": 124, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6874241467" }, { "job": 77395721509, "time": 80, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7162434506" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/25543368071", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/EMAR", "_commit": { "id": "9290b599e98385a1857180515a753512ad96ff83", "author": "Friday Nwabueze Ogana ", "committer": "cran-robot ", "message": "version 1.0.0\n", "time": 1699651825 }, "_maintainer": { "name": "Friday Nwabueze Ogana", "email": "ogana_fry@yahoo.com", "orcid": "0000-0002-8388-204X" }, "_registered": true, "_dependencies": [], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 629, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/EMAR" }, "_searchresults": 4, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/EMAR.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2023-11-10" } ], "_exports": [ "fitstat", "valstat" ], "_help": [ { "page": "fitstat", "title": "Fit statistics for model assessment", "topics": [ "fitstat" ] }, { "page": "valstat", "title": "Validation statistics for model assessment", "topics": [ "valstat" ] } ], "_rundeps": [], "_score": 1, "_indexed": true, "_nocasepkg": "emar", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.0", "date": "2026-05-08T07:40:07.000Z", "distro": "noble", "commit": "9290b599e98385a1857180515a753512ad96ff83", "fileid": "1652e7f43edd7ee2c08ee5e14e883808a4aae91b113885a845f6b674c3f51be8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25543368071" }, { "r": "4.6.0", "os": "linux", "version": "1.0.0", "date": "2026-05-08T07:40:20.000Z", "distro": "noble", "commit": "9290b599e98385a1857180515a753512ad96ff83", "fileid": "d855cad5121b94a11534cc7f15f2afe9a24da78ee09ee0f2fddf6e59b69bced5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25543368071" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.0", "date": "2026-05-22T14:04:20.000Z", "commit": "9290b599e98385a1857180515a753512ad96ff83", "fileid": "469cb5f017cb6e18641a061d36f9517e0f0ac48da0d5e690d22ffc603178125f", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/25543368071" } ] }