Other packages > Find by keyword >

mdgc  

Missing Data Imputation Using Gaussian Copulas
View on CRAN: Click here


Download and install mdgc package within the R console
Install from CRAN:
install.packages("mdgc")

Install from Github:
library("remotes")
install_github("cran/mdgc")

Install by package version:
library("remotes")
install_version("mdgc", "0.1.7")



Attach the package and use:
library("mdgc")
Maintained by
Benjamin Christoffersen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-17
Latest Update: 2023-05-04
Description:
Provides functions to impute missing values using Gaussian copulas for mixed data types as described by Christoffersen et al. (2021) . The method is related to Hoff (2007) and Zhao and Udell (2019) 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) in addition to also support multinomial variables.
How to cite:
Benjamin Christoffersen (2021). mdgc: Missing Data Imputation Using Gaussian Copulas. R package version 0.1.7, https://cran.r-project.org/web/packages/mdgc. Accessed 10 Mar. 2026.
Previous versions and publish date:
0.1.1 (2021-02-17 11:20), 0.1.2 (2021-02-26 22:40), 0.1.3 (2021-03-04 08:50), 0.1.4 (2021-03-12 22:50), 0.1.5 (2021-06-14 09:50), 0.1.6 (2022-09-10 20:22)
Other packages that cited mdgc R package
View mdgc citation profile
Other R packages that mdgc depends, imports, suggests or enhances
Complete documentation for mdgc
Functions, R codes and Examples using the mdgc R package
Some associated functions: get_mdgc . get_mdgc_log_ml . mdgc-package . mdgc . mdgc_fit . mdgc_impute . mdgc_log_ml . mdgc_start_value . 
Some associated R codes: RcppExports.R . catch-routine-registration.R . mdgc-package.R . mdgc.R .  Full mdgc package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA