mdgc-package: mdgc: Missing Data imputation using Gaussian Copulas
In mdgc: Missing Data Imputation Using Gaussian Copulas
mdgc-package R Documentation
mdgc: Missing Data imputation using Gaussian Copulas
Description
The mdgc package is used to estimate Gaussian Copula models for mixed data
types (continuous, binary, ordinal, and multinomial) that can be used for
imputations. The main function is the mdgc function. The rest
of the functions in the package give the user access to lower level
functions.
Examples are provided at https://github.com/boennecd/mdgc. The package
is still in a development stage and the API may change.
Author(s)
Maintainer: Benjamin Christoffersen boennecd@gmail.com (ORCID)
Other contributors:
Alan Genz [copyright holder]
Frank Bretz [copyright holder]
Torsten Hothorn [copyright holder]
R-core R-core@R-project.org [copyright holder]
Ross Ihaka [copyright holder]
References
Christoffersen, B., Clements, M., Humphreys, K., & Kjellström, H. (2021).
Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types.
https://arxiv.org/abs/2102.02642.
See Also
Useful links:
mdgc documentation built on May 31, 2023, 7:31 p.m.
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| mdgc-package | R Documentation |
mdgc: Missing Data imputation using Gaussian Copulas
Description
The mdgc package is used to estimate Gaussian Copula models for mixed data
types (continuous, binary, ordinal, and multinomial) that can be used for
imputations. The main function is the mdgc function. The rest
of the functions in the package give the user access to lower level
functions.
Examples are provided at https://github.com/boennecd/mdgc. The package is still in a development stage and the API may change.
Author(s)
Maintainer: Benjamin Christoffersen boennecd@gmail.com (ORCID)
Other contributors:
Alan Genz [copyright holder]
Frank Bretz [copyright holder]
Torsten Hothorn [copyright holder]
R-core R-core@R-project.org [copyright holder]
Ross Ihaka [copyright holder]
References
Christoffersen, B., Clements, M., Humphreys, K., & Kjellström, H. (2021). Asymptotically Exact and Fast Gaussian Copula Models for Imputation of Mixed Data Types. https://arxiv.org/abs/2102.02642.
See Also
Useful links:
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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