{ "_id": "6a102bb8acfb0bcc41c92a85", "Package": "SynthETIC", "Title": "Synthetic Experience Tracking Insurance Claims", "Version": "1.1.1", "Authors@R": "c(\nperson(\"Benjamin\", \"Avanzi\", role = \"aut\", email = \"b.avanzi@unimelb.edu.au\"),\nperson(\"William\", \"Ho\", role = \"aut\", email = \"ho.w@unimelb.edu.au\"),\nperson(\"Greg\", \"Taylor\", role = \"aut\", email = \"greg_taylor60@hotmail.com\"),\nperson(\"Melantha\", \"Wang\", role = c(\"aut\", \"cre\"), email = \"wang.melantha@gmail.com\"),\nperson(\"Bernard\", \"Wong\", role = \"aut\", email = \"bernard.wong@unsw.edu.au\"))", "Author": "Benjamin Avanzi [aut], William Ho [aut], Greg Taylor [aut],\nMelantha Wang [aut, cre], Bernard Wong [aut]", "Maintainer": "Melantha Wang ", "Description": "Creation of an individual claims simulator which generates\nvarious features of non-life insurance claims. An initial set\nof test parameters, designed to mirror the experience of an\nAuto Liability portfolio, were set up and applied by default to\ngenerate a realistic test data set of individual claims (see\nvignette). The simulated data set then allows practitioners to\nback-test the validity of various reserving models and to prove\nand/or disprove certain actuarial assumptions made in claims\nmodelling. The distributional assumptions used to generate this\ndata set can be easily modified by users to match their\nexperiences. Reference: Avanzi B, Taylor G, Wang M, Wong B\n(2020) \"SynthETIC: an individual insurance claim simulator with\nfeature control\" .", "License": "GPL-3", "Encoding": "UTF-8", "URL": "https://github.com/agi-lab/SynthETIC", "BugReports": "https://github.com/agi-lab/SynthETIC/issues", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Repository": "https://agi-lab.r-universe.dev", "Date/Publication": "2025-11-01 07:24:05 UTC", "RemoteUrl": "https://github.com/agi-lab/synthetic", "RemoteRef": "HEAD", "RemoteSha": "26065aaf34361c3aafbff0a0e0791c07af525606", "RemoteSubdir": "SynthETIC", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-22 10:07:47 UTC", "User": "root" }, "MD5sum": "4c1c240f575f0995ef8d7ba1e9c1e150", "_user": "agi-lab", "_type": "src", "_file": "SynthETIC_1.1.1.tar.gz", "_fileid": "bed820e7cab5a832b76602d900bd5e0719e5a925f40919e76346b3a56d7e3f61", "_filesize": 5562063, "_sha256": 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Known Covariate Values" ], "created": "2024-01-27 23:11:35", "modified": "2024-01-27 23:11:35", "commits": 1 }, { "source": "SynthETIC-demo.Rmd", "filename": "SynthETIC-demo.html", "title": "Use of SynthETIC to Generate Individual Claims of Realistic Features", "engine": "knitr::rmarkdown", "headings": [ "actual payments (inflated) payment_inflated[[i]][[j]] = $ partial payments (inflated) for claim j of occurrence period i", "Reference", "Set Up", "Package-wise Global Parameters", "Example 1.1: Constant exposure and frequency", "Input parameters", "Implementation and Output", "Example 1.2: Increasing exposure, constant frequency per unit of exposure", "Example 1.3: Alternative claim frequency distribution", "Example 1.4: Alternative specification of the claim arrival process", "Example 2.1: Default power normal", "Example 2.2: Alternative claim size distribution", "Example 2.3: Simulating claim sizes from covariates", "Example 2.4: Bootstrapping from given loss data", "Example 3.1: 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