{ "_id": "6a1818e0acfb0bcc41db0593", "Package": "mcb", "Type": "Package", "Title": "Model Confidence Bounds", "Version": "0.1.15", "Author": "Yang Li, Yichen Qin, Heming Deng", "Maintainer": "Heming Deng", "Description": "When choosing proper variable selection methods, it is\nimportant to consider the uncertainty of a certain method. The\nmodel confidence bound for variable selection identifies two\nnested models (upper and lower confidence bound models)\ncontaining the true model at a given confidence level. A good\nvariable selection method is the one of which the model\nconfidence bound under a certain confidence level has the\nshortest width. When visualizing the variability of model\nselection and comparing different model selection procedures,\nmodel uncertainty curve is a good graphical tool. A good\nvariable selection method is the one of whose model uncertainty\ncurve will tend to arch towards the upper left corner. This\nfunction aims to obtain the model confidence bound and draw the\nmodel uncertainty curve of certain single model selection\nmethod under a coverage rate equal or little higher than\nuser-given confidential level. About what model confidence\nbound is and how it work please see Li,Y., Luo,Y., Ferrari,D.,\nHu,X. and Qin,Y. (2019) Model Confidence Bounds for Variable\nSelection. Biometrics, 75:392-403. .\nBesides, 'flare' is needed only you apply the SQRT or LAD\nmethod ('mcb' totally has 8 methods). Although 'flare' has been\narchived by CRAN, you can still get it in\n and the latest\nversion is useful for 'mcb'.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "LazyData": "true", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-28 10:23:53 UTC", "User": "root" }, "Config/pak/sysreqs": "libicu-dev", "Repository": "https://heming0425.r-universe.dev", "Date/Publication": "2020-06-05 12:00:02 UTC", "RemoteUrl": "https://github.com/cran/mcb", "RemoteRef": "HEAD", "RemoteSha": "bb7cbf7902a7cf1266af268821ec0491eb0ffd64", "MD5sum": "3384df8a655001e6e8030a59ba345066", "_user": "heming0425", "_type": "src", "_file": "mcb_0.1.15.tar.gz", "_fileid": "2106d988c8e51b0710ff46810bdc1a340966eb32acd44167273605ac6f7e1eca", "_filesize": 103835, "_sha256": "2106d988c8e51b0710ff46810bdc1a340966eb32acd44167273605ac6f7e1eca", "_created": "2026-05-28T10:23:53.000Z", "_published": "2026-05-28T10:28:48.588Z", "_distro": "noble", "_jobs": [ { "job": 78271184422, "time": 201, "config": 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