imputeLCMD: A collection of methods for left-censored missing data imputation

The package contains 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.

Version: 2.0
Depends: R (≥ 2.10), tmvtnorm, norm, pcaMethods, impute
Published: 2015-01-19
Author: Cosmin Lazar
Maintainer: Cosmin Lazar <vcosminlazar at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: imputeLCMD results

Downloads:

Reference manual: imputeLCMD.pdf
Package source: imputeLCMD_2.0.tar.gz
Windows binaries: r-devel: imputeLCMD_2.0.zip, r-release: imputeLCMD_2.0.zip, r-oldrel: imputeLCMD_2.0.zip
OS X Mavericks binaries: r-release: imputeLCMD_2.0.tgz, r-oldrel: imputeLCMD_2.0.tgz
Old sources: imputeLCMD archive

Reverse dependencies:

Reverse depends: imp4p

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