{ "_id": "6a228fd7cd65a98ecbd557f3", "Package": "sambia", "Type": "Package", "Title": "A Collection of Techniques Correcting for Sample Selection Bias", "Version": "0.1.0", "Author": "Norbert Krautenbacher, Kevin Strauss, Maximilian Mandl,\nChristiane Fuchs", "Maintainer": "Norbert Krautenbacher ", "Description": "A collection of various techniques correcting statistical\nmodels for sample selection bias is provided. In particular,\nthe resampling-based methods \"stochastic inverse-probability\noversampling\" and \"parametric inverse-probability bagging\" are\nplaced at the disposal which generate synthetic observations\nfor correcting classifiers for biased samples resulting from\nstratified random sampling. For further information, see the\narticle Krautenbacher, Theis, and Fuchs (2017)\n. The methods may be used for further\npurposes where weighting and generation of new observations is\nneeded.", "License": "GPL-3", "RoxygenNote": "6.0.1.9000", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-05 08:55:34 UTC", "User": "root" }, "Config/pak/sysreqs": "libglpk-dev libxml2-dev", "Repository": "https://nkathh.r-universe.dev", "Date/Publication": "2018-06-06 10:27:57 UTC", "RemoteUrl": "https://github.com/cran/sambia", "RemoteRef": "HEAD", "RemoteSha": "193db6f14b8abdad062bc9562653d6e8f4cfe41d", "MD5sum": "267801f3c7832566611e86fbba810e6f", "_user": "nkathh", "_type": "src", "_file": "sambia_0.1.0.tar.gz", "_fileid": "183e40ec3e1b894ab15ebeda7f9c58a163b609c95690a7be720d5495ef6f8e26", "_filesize": 133506, "_sha256": "183e40ec3e1b894ab15ebeda7f9c58a163b609c95690a7be720d5495ef6f8e26", "_created": "2026-06-05T08:55:34.000Z", "_published": "2026-06-05T08:59:03.823Z", "_distro": "noble", "_jobs": [ { "job": 79696055588, "time": 175, "config": "linux-devel-x86_64", "r": 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"_stars": 0, "_contributors": [ { "user": "nkathh", "count": 1, "uuid": 12795288 } ], "_userbio": { "uuid": 12795288, "type": "user", "name": "Norbert Krautenbacher" }, "_downloads": { "count": 33, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sambia" }, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/sambia.html", "manual.pdf" ], "_realowner": "nkathh", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2018-06-06" } ], "_exports": [ "costing", "genSample", "IPbag", "ipOversampling", "smoteMod", "synthIPbag" ], "_help": [ { "page": "costing", "title": "Predicting outcomes using Costing.", "topics": [ "costing" ] }, { "page": "genSample", "title": "Generate synthetic observations using inverse-probability weights", "topics": [ "genSample" ] }, { "page": "IPbag", "title": "Predicting outcomes using non-parametric Inverse-Probability bagging", 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