{ "_id": "6a572074ff0138dec5d6e125", "Package": "imputeLCMD", "Type": "Package", "Title": "A Collection of Methods for Left-Censored Missing Data\nImputation", "Version": "2.1", "Date": "2022-06-09", "Authors@R": "c(\nperson(\"Cosmin\", \"Lazar\", email = \"vcosminlazar@gmail.com\", role = c(\"aut\")),\nperson(\"Thomas\", \"Burger\", email = \"thomas.burger@cea.fr\", role = c(\"aut\")),\nperson(\"Samuel\", \"Wieczorek\", email = \"samuel.wieczorek@cea.fr\", role = c(\"cre\", \"ctb\"))\n)", "Maintainer": "Samuel Wieczorek ", "Description": "A collection of functions for left-censored missing data\nimputation. Left-censoring is a special case of missing not at\nrandom (MNAR) mechanism that generates non-responses in\nproteomics experiments. The package also contains functions to\nartificially generate peptide/protein expression data\n(log-transformed) as random draws from a multivariate Gaussian\ndistribution as well as a function to generate missing data\n(both randomly and non-randomly). For comparison reasons, the\npackage also contains several wrapper functions for the\nimputation of non-responses that are missing at random. * New\nfunctionality has been added: a hybrid method that allows the\nimputation of missing values in a more complex scenario where\nthe missing data are both MAR and MNAR.", "License": "GPL (>= 2)", "Packaged": { "Date": "2026-07-15 05:50:10 UTC", "User": "root" }, "NeedsCompilation": "no", "RoxygenNote": "7.2.0", "Encoding": "UTF-8", "Author": "Cosmin Lazar [aut], Thomas Burger [aut], Samuel Wieczorek [cre,\nctb]", "Repository": "https://samwieczorek.r-universe.dev", "Date/Publication": "2022-06-10 10:50:02 UTC", "RemoteUrl": "https://github.com/cran/imputeLCMD", "RemoteRef": "HEAD", "RemoteSha": "23debc0c095e85072f9d352ec7c531e17a5c70b2", "_user": "samwieczorek", "_type": "src", "_file": "imputeLCMD_2.1.tar.gz", "_fileid": "https://r2.ropensci.org/2455929f65ec09147024dc98c63f813c15a76d9634b0226faa5b26721f59fccb", "_filesize": 709651, 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