Package: imputeLCMD
Type: Package
Title: A Collection of Methods for Left-Censored Missing Data
        Imputation
Version: 2.1
Date: 2022-06-09
Authors@R: c(
    person("Cosmin", "Lazar", email = "vcosminlazar@gmail.com", role = c("aut")),
    person("Thomas", "Burger", email = "thomas.burger@cea.fr", role = c("aut")),
    person("Samuel", "Wieczorek", email = "samuel.wieczorek@cea.fr", role = c("cre", "ctb"))
    )
Maintainer: Samuel Wieczorek <samuel.wieczorek@cea.fr>
Description: A collection of functions for left-censored missing data
        imputation. Left-censoring is a special case of missing not at
        random (MNAR) mechanism that generates non-responses in
        proteomics experiments. The package also contains functions to
        artificially generate peptide/protein expression data
        (log-transformed) as random draws from a multivariate Gaussian
        distribution as well as a function to generate missing data
        (both randomly and non-randomly). For comparison reasons, the
        package also contains several wrapper functions for the
        imputation of non-responses that are missing at random. * New
        functionality has been added: a hybrid method that allows the
        imputation of missing values in a more complex scenario where
        the missing data are both MAR and MNAR.
License: GPL (>= 2)
Depends: R (>= 2.10), tmvtnorm, norm, pcaMethods, impute
Packaged: 2026-07-15 05:50:10 UTC; root
NeedsCompilation: no
RoxygenNote: 7.2.0
Encoding: UTF-8
Author: Cosmin Lazar [aut], Thomas Burger [aut], Samuel Wieczorek [cre,
        ctb]
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