{ "_id": "6a1a0c9a1d7bb097a09ccd25", "Package": "CGMissingDataR", "Title": "Impute Missing Glucose Values in CGM Data", "Version": "0.0.2", "Authors@R": "c(\nperson(\"Shubh\", \"Saraswat\", email = \"shubh.saraswat00@gmail.com\", role = c(\"cre\", \"aut\", \"cph\"),\ncomment = c(ORCID = \"0009-0009-2359-1484\")),\nperson(\"Hasin Shahed Shad\", email = \"hasin.shad@uky.edu\", role = \"aut\"),\nperson(\"Xiaohua Douglas\", \"Zhang\", email = \"douglas.zhang@uky.edu\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-2486-7931\")))", "Description": "Imputes missing glucose values in repeated-measures\ncontinuous glucose monitoring (CGM) data. Workflows create\ntime-series features from raw timestamps, support model\nselection, and return the user's original columns plus an\nimputed glucose column. Methods include multiple imputation by\nchained equations (MICE; Azur et al. (2011)\n), Random Forest regression (Breiman\n(2001) ), k-nearest-neighbor\nregression (Zhang (2016) ),\nXGBoost (Chen and Guestrin (2016)\n), LightGBM (Ke et al. (2017)\n),\nand ARIMA forecasting with the forecast framework (Hyndman and\nKhandakar (2008) ). A\nPython-compatible backend uses 'reticulate' to call 'pandas',\n'scikit-learn', 'statsmodels', Python 'xgboost', and optional\nPython 'lightgbm'.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Language": "en-US", "URL": "https://zhanglabuky.github.io/CGMmissingDataR/,\nhttps://github.com/ZhangLabUKY/CGMmissingDataR", "BugReports": "https://github.com/ZhangLabUKY/CGMmissingDataR/issues", "LazyData": "true", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "cmake make libicu-dev libpng-dev libuv1-dev python3\nlibx11-dev zlib1g-dev", "Repository": "https://zhanglabuky.r-universe.dev", "Date/Publication": "2026-05-29 21:45:08 UTC", "RemoteUrl": "https://github.com/zhanglabuky/cgmmissingdatar", "RemoteRef": "HEAD", "RemoteSha": "b755964671a05e43cd1ee15630fe4a46a77b30fe", "Packaged": { "Date": "2026-05-29 21:56:15 UTC", "User": "root" }, "Author": "Shubh Saraswat [cre, aut, cph] (ORCID:\n),\nHasin Shahed Shad [aut],\nXiaohua Douglas Zhang [aut] (ORCID:\n)", "Maintainer": "Shubh Saraswat ", "MD5sum": "48dabf772f02122b63beb269ec9a6271", "_user": "zhanglabuky", "_type": "src", "_file": "CGMissingDataR_0.0.2.tar.gz", "_fileid": "f7a10d06e0137bddd4dec571f5bf23854487dbc67623c2c0a7fb485e81edfa4b", "_filesize": 195667, "_sha256": "f7a10d06e0137bddd4dec571f5bf23854487dbc67623c2c0a7fb485e81edfa4b", "_created": "2026-05-29T21:56:15.000Z", "_published": "2026-05-29T22:00:58.136Z", "_distro": "noble", "_jobs": [ { "job": 78593967540, "time": 196, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7301929669" }, { "job": 78593967562, "time": 164, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7301921165" }, { "job": 78593967559, "time": 93, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7301902717" }, { "job": 78593967606, "time": 116, "config": "macos-release-arm64", "r": "4.6.0", 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cpu cores\nupdated related files for the new change\n", "time": 1780091108 }, "_maintainer": { "name": "Shubh Saraswat", "email": "shubh.saraswat00@gmail.com" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.3", "role": "Depends" }, { "package": "mice", "role": "Imports" }, { "package": "FNN", "role": "Imports" }, { "package": "ranger", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "xgboost", "role": "Imports" }, { "package": "lightgbm", "role": "Imports" }, { "package": "forecast", "role": "Imports" }, { "package": "CGManalyzer", "role": "Imports" }, { "package": "lifecycle", "role": "Imports" }, { "package": "reticulate", "role": "Imports" }, { "package": "shiny", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "spelling", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "zhanglabuky", 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