{ "_id": "6a1571b0acfb0bcc41d652e1", "Package": "diffusion", "Type": "Package", "Title": "Forecast the Diffusion of New Products", "Version": "0.4.0", "Authors@R": "c(person(\"Oliver\", \"Schaer\", email = \"info@oliverschaer.ch\",\nrole = c(\"aut\", \"cre\"),\ncomment = \"Assistant Professor, LeBow College of Business, Drexel University, USA\"),\nperson(\"Nikolaos\", \"Kourentzes\", email = \"nikolaos@kourentzes.com\",\nrole = c(\"aut\"),\ncomment = \"Professor of Predictive Analytics, School of Informatics, Skoevde University, Sweden\"),\nperson(\"Ivan\", \"Svetunkov\", email = \"ivan@svetunkov.com\",\nrole = c(\"aut\"),\ncomment=\"Lecturer at Centre for Marketing Analytics and Forecasting, Lancaster University, UK\"))", "URL": "https://github.com/mamut86/diffusion", "BugReports": "https://github.com/mamut86/diffusion/issues", "Description": "Various diffusion models to forecast new product growth.\nCurrently the package contains Bass, Gompertz, Gamma/Shifted\nGompertz and Weibull curves. See Meade and Islam (2006)\n.", "License": "LGPL-2.1", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.1", "Config/pak/sysreqs": "cmake make libicu-dev", "Repository": "https://mamut86.r-universe.dev", "Date/Publication": "2024-04-16 16:57:13 UTC", "RemoteUrl": "https://github.com/mamut86/diffusion", "RemoteRef": "HEAD", "RemoteSha": "13cce4653f8be7e409683fc2faaf9b371b83d515", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-26 10:07:23 UTC", "User": "root" }, "Author": "Oliver Schaer [aut, cre] (Assistant Professor, LeBow College of\nBusiness, Drexel University, USA),\nNikolaos Kourentzes [aut] (Professor of Predictive Analytics, School of\nInformatics, Skoevde University, Sweden),\nIvan Svetunkov [aut] (Lecturer at Centre for Marketing Analytics and\nForecasting, Lancaster University, UK)", "Maintainer": "Oliver Schaer ", "MD5sum": "026752d81f3db66a11b8781a1d178a33", "_user": "mamut86", "_type": "src", "_file": "diffusion_0.4.0.tar.gz", "_fileid": "05caa8f37b181e5b402b1aef409f5a092e93f2a11952c740c99ec9581767adca", "_filesize": 176646, "_sha256": "05caa8f37b181e5b402b1aef409f5a092e93f2a11952c740c99ec9581767adca", "_created": "2026-05-26T10:07:23.000Z", "_published": "2026-05-26T10:10:56.008Z", "_distro": "noble", "_jobs": [ { "job": 77852208864, "time": 171, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7214365289" }, { "job": 77852208881, "time": 146, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7214357449" }, { "job": 77852208942, "time": 134, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7214347701" }, { "job": 77852208857, "time": 152, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7214350202" }, { "job": 77851666796, "time": 202, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7214308737" }, { "job": 77852208946, "time": 111, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7214346381" }, { "job": 77852208878, "time": 107, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7214345018" }, { "job": 77852208876, "time": 89, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7214339363" }, { "job": 77852208904, "time": 94, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7214340796" } ], "_buildurl": "https://github.com/r-universe/mamut86/actions/runs/26445776101", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/mamut86/diffusion", "_commit": { "id": "13cce4653f8be7e409683fc2faaf9b371b83d515", "author": "mamut86 ", "committer": "mamut86 ", "message": "Updating URL again\n", "time": 1713286633 }, "_maintainer": { "name": "Oliver Schaer", "email": "info@oliverschaer.ch", "login": "mamut86", "linkedin": "in/oliverschaer", "description": "Assistant Professor at Drexel University LeBow College of Business", "uuid": 13066557 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "nloptr", "role": "Imports" }, { "package": "systemfit", "role": "Imports" }, { "package": "optimx", "role": "Imports" } ], "_owner": "mamut86", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_topics": [ "diffusion", "diffusion-models", "forecasting", "growth-curve-models", "lifecycle", "new-product" ], "_stars": 8, "_contributors": [ { "user": "mamut86", "count": 141, "uuid": 13066557 }, { "user": "config-i1", "count": 57, "uuid": 7396330 }, { "user": "trnnick", "count": 23, "uuid": 7304533 } ], "_userbio": { "uuid": 13066557, "type": "user", "name": "Oliver Schaer", "description": "Assistant Professor at Drexel University LeBow College of Business" }, "_downloads": { "count": 299, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/diffusion" }, "_mentions": 5, "_devurl": "https://github.com/mamut86/diffusion", "_searchresults": 29, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/diffusion.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/mamut86/diffusion", "_realowner": "mamut86", "_cranurl": true, "_releases": [ { "version": "0.2.7", "date": "2018-01-05" }, { "version": "0.4.0", "date": "2024-04-16" } ], "_exports": [ "difcurve", "diffusion", "is.bass", "is.diffusion", "Nortonbass", "Nortonbass_error", "Nortonbass_startvalgen", "seqdiffusion" ], "_datasets": [ { "name": "tsAc", "title": "Time series: Assassins Creeds", "object": "tsac", "class": [ "matrix", "array" ], "fields": [ "ac1", "ac2", "ac3", "ac4", "ac5", "ac6", "ac7", "ac8" ], "rows": 380, "table": true, "tojson": true }, { "name": "tsCarstock", "title": "Time series: Stock of cars", "object": "tscarstock", "class": [ "data.frame" ], "fields": [ "year", "raw", "smoothed" ], "rows": 25, "table": true, "tojson": true }, { "name": "tsChicken", "title": "Time series: Chicken weight", "object": "tschicken", "class": [ "data.frame" ], "fields": [ "time", "weight" ], "rows": 13, "table": true, "tojson": true }, { "name": "tsCovid", "title": "Time series: COVID-19 confirmed cases US", "object": "tsCovid", "class": [ "ts" ], "fields": [], "table": false, "tojson": true }, { "name": "tsIbm", "title": "Time series: Sales of IBM Computers", "object": "tsibm", "class": [ "data.frame" ], "fields": [ "SIU1", "SIU2", "SIU3", "SIU4" ], "rows": 24, "table": true, "tojson": true }, { "name": "tsMetal", "title": "Time series: U.S. Merchant Marine conversion to metal", "object": "tsmetal", "class": [ "data.frame" ], "fields": [ "year", "substitution" ], "rows": 17, "table": true, "tojson": true }, { "name": "tsSafari", "title": "Time series: Safari Browser market share", "object": "tssafari", "class": [ "data.frame" ], "fields": [ "Date", "Safari10.0", "Safari9.1", "Safari9.0", "Safari8.0", "Safari7.1", "Safari7.0", "Safari6.1", "Safari6.0", "Safari5.1", "Safari5.0", "Safari4.1", "Safari4.0" ], "rows": 98, "table": true, "tojson": true }, { "name": "tsWindows", "title": "Time series: Windows OS Platform Statistics", "object": "tswindows", "class": [ "data.frame" ], "fields": [ "Date", "Win10", "Win8", "Win7", "Vista", "WinXP", "Win2000", "Win98", "Win95" ], "rows": 168, "table": true, "tojson": true } ], "_help": [ { "page": "difcurve", "title": "Calculates the values for various diffusion curves, given some parameters.", "topics": [ "difcurve" ] }, { "page": "diffusion", "title": "Fit various diffusion curves.", "topics": [ "diffusion" ] }, { "page": "isFunctions", "title": "Diffusion class checkers", "topics": [ "is.bass", "is.diffusion" ] }, { "page": "plot.diffusion", "title": "Plot a fitted diffusion curve.", "topics": [ "plot.diffusion" ] }, { "page": "predict.diffusion", "title": "Predict future periods of a fitted diffusion curve.", "topics": [ "predict.diffusion" ] }, { "page": "print.diffusion", "title": "Print a fitted diffusion curve.", "topics": [ "print.diffusion" ] }, { "page": "tsAc", "title": "Time series: Assassins Creeds", "topics": [ "tsAc" ] }, { "page": "tsCarstock", "title": "Time series: Stock of cars", "topics": [ "tsCarstock" ] }, { "page": "tsChicken", "title": "Time series: Chicken weight", "topics": [ "tsChicken" ] }, { "page": "tsCovid", "title": "Time series: COVID-19 confirmed cases US", "topics": [ "tsCovid" ] }, { "page": "tsIbm", "title": "Time series: Sales of IBM Computers", "topics": [ "tsIbm" ] }, { "page": "tsMetal", "title": "Time series: U.S. Merchant Marine conversion to metal", "topics": [ "tsMetal" ] }, { "page": "tsSafari", "title": "Time series: Safari Browser market share", "topics": [ "tsSafari" ] }, { "page": "tsWindows", "title": "Time series: Windows OS Platform Statistics", "topics": [ "tsWindows" ] } ], "_readme": "https://github.com/mamut86/diffusion/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "boot", "broom", "car", "carData", "cli", "colorspace", "cowplot", "cpp11", "Deriv", "doBy", "dplyr", "farver", "forecast", "Formula", "fracdiff", "generics", "ggplot2", "glue", "gtable", "isoband", "labeling", "lattice", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "mgcv", "microbenchmark", "minqa", "modelr", "nlme", "nloptr", "nnet", "numDeriv", "optimx", "pbkrtest", "pillar", "pkgconfig", "pracma", "purrr", "quantreg", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "rlang", "S7", "sandwich", "scales", "SparseM", "stringi", "stringr", "survival", "systemfit", "tibble", "tidyr", "tidyselect", "timeDate", "urca", "utf8", "vctrs", "viridisLite", "withr", "zoo" ], "_score": 5.064457989226918, "_indexed": true, "_nocasepkg": "diffusion", "_universes": [ "mamut86" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.0", "date": "2026-05-26T10:10:02.000Z", "distro": "noble", "commit": "13cce4653f8be7e409683fc2faaf9b371b83d515", "fileid": "adcb25eab7dba82384afc3626adf65f57917d8f92f033a73e83df0cecac692e5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mamut86/actions/runs/26445776101" }, { "r": "4.6.0", "os": "linux", "version": "0.4.0", "date": "2026-05-26T10:09:40.000Z", "distro": "noble", "commit": "13cce4653f8be7e409683fc2faaf9b371b83d515", "fileid": "d4184a9d0a45a026ffda23730ed45bc5ef7c061d13992078e7e0fe5b9c03e73b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mamut86/actions/runs/26445776101" }, { "r": "4.5.3", "os": "mac", "version": "0.4.0", "date": "2026-05-26T10:09:22.000Z", "commit": "13cce4653f8be7e409683fc2faaf9b371b83d515", "fileid": "277a69e3e79b4b841c02c20d3cfe63d1adb35298052b37ba507d1b9366ba3886", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mamut86/actions/runs/26445776101" }, { "r": "4.6.0", "os": "mac", "version": "0.4.0", "date": "2026-05-26T10:09:23.000Z", "commit": "13cce4653f8be7e409683fc2faaf9b371b83d515", "fileid": "20383d6adb1c5065d86e5e1f798912c1b970dbedf950b8ad4fe84291edbdc5ed", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mamut86/actions/runs/26445776101" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.0", "date": "2026-05-26T10:09:35.000Z", "commit": "13cce4653f8be7e409683fc2faaf9b371b83d515", "fileid": "d5204c2fa49f91b3e450b908e3be1d5da0d2b2510b81c1bfaaed5d9beaea469a", "status": "success", "buildurl": "https://github.com/r-universe/mamut86/actions/runs/26445776101" }, { "r": "4.7.0", "os": "win", "version": "0.4.0", "date": "2026-05-26T10:08:55.000Z", "commit": "13cce4653f8be7e409683fc2faaf9b371b83d515", "fileid": "b636628770f64947a52e54cb5be76bc87a050e94f004e81d1380d7ceb73f037b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mamut86/actions/runs/26445776101" }, { "r": "4.5.3", "os": "win", "version": "0.4.0", "date": "2026-05-26T10:08:40.000Z", "commit": "13cce4653f8be7e409683fc2faaf9b371b83d515", "fileid": "419a475bbafd097da765fe2e3e42b72cb0ac31699578c2c1509f083979f3cf29", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mamut86/actions/runs/26445776101" }, { "r": "4.6.0", "os": "win", "version": "0.4.0", "date": "2026-05-26T10:08:42.000Z", "commit": "13cce4653f8be7e409683fc2faaf9b371b83d515", "fileid": "ecbc6f2128f08ab68c2ff4a631e859db314409f3b55867d93de82cf68f12dbc2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mamut86/actions/runs/26445776101" } ] }