[cre, aut],
Alan Genz [cph],
Frank Bretz [cph],
Torsten Hothorn [cph],
R-core [cph],
Ross Ihaka [cph]Provides functions to impute missing values using Gaussian copulas for mixed data types as described by Christoffersen et al. (2021) <arXiv:2102.02642>. The method is related to Hoff (2007) <doi:10.1214/07-AOAS107> and Zhao and Udell (2019) <arXiv:1910.12845> but differs by making a direct approximation of the log marginal likelihood using an extended version of the Fortran code created by Genz and Bretz (2002) <doi:10.1198/106186002394> in addition to also support multinomial variables.
| Version: | 0.1.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp |
| LinkingTo: | Rcpp, RcppArmadillo, testthat, BH, psqn |
| Suggests: | testthat, catdata |
| Published: | 2021-02-26 |
| Author: | Benjamin Christoffersen
[cre, aut],
Alan Genz [cph],
Frank Bretz [cph],
Torsten Hothorn [cph],
R-core [cph],
Ross Ihaka [cph] |
| Maintainer: | Benjamin Christoffersen <boennecd at gmail.com> |
| BugReports: | https://github.com/boennecd/mdgc/issues |
| License: | GPL-2 |
| URL: | https://github.com/boennecd/mdgc |
| NeedsCompilation: | yes |
| SystemRequirements: | C++14 |
| CRAN checks: | mdgc results |
| Reference manual: | mdgc.pdf |
| Package source: | mdgc_0.1.2.tar.gz |
| Windows binaries: | r-devel: mdgc_0.1.2.zip, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release: mdgc_0.1.2.tgz, r-oldrel: mdgc_0.1.1.tgz |
| Old sources: | mdgc archive |
Please use the canonical form https://CRAN.R-project.org/package=mdgc to link to this page.