NPBayesImputeCat
Non-Parametric Bayesian Multiple Imputation for Categorical Data
v0.7
·
Mar 27, 2026
·
GPL (>= 3)
Description
These routines create multiple imputations of missing at random categorical data, and create multiply imputed synthesis of categorical data, with or without structural zeros. Imputations and syntheses are based on Dirichlet process mixtures of multinomial distributions, which is a non-parametric Bayesian modeling approach that allows for flexible joint modeling, described in Manrique-Vallier and Reiter (2014) <doi:10.1080/10618600.2013.844700>.
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CRAN Check Status
14
OK
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check History
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 1, 2026
WARNING 9 OK · 0 NOTE · 5 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
WARNING
r-devel-linux-x86_64-debian-clang
whether package can be installed
Found the following significant warnings:
./SpecialFunctions.h:181:14: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at ./SpecialFunctions.h:12:3)' and 'MTRand::(unnamed enum at ./SpecialFunctions.h:16:3)') is depr
...[truncated]...
at ./SpecialFunctions.h:12:3)') is deprecated [-Wdeprecated-anon-enum-enum-conversion]
See ‘/home/hornik/tmp/R.check/r-devel-clang/Work/PKGS/NPBayesImputeCat.Rcheck/00install.out’ for details.
* used C++ compiler: ‘Debian clang version 21.1.8 (3+b1)’
WARNING
r-devel-linux-x86_64-debian-gcc
whether package can be installed
Found the following significant warnings: SpecialFunctions.h:181:14: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion] SpecialFunctions. ...[truncated]... amed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion] See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/NPBayesImputeCat.Rcheck/00install.out’ for details. * used C++ compiler: ‘g++-15 (Debian 15.2.0-14) 15.2.0’
WARNING
r-devel-linux-x86_64-fedora-clang
whether package can be installed
Found the following significant warnings:
./SpecialFunctions.h:181:14: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at ./SpecialFunctions.h:12:3)' and 'MTRand::(unnamed enum at ./SpecialFunctions.h:16:3)') is depr
...[truncated]...
anon-enum-enum-conversion]
See ‘/data/gannet/ripley/R/packages/tests-clang/NPBayesImputeCat.Rcheck/00install.out’ for details.
* used C++ compiler: ‘clang version 22.1.0 (https://github.com/llvm/llvm-project 4434dabb69916856b824f68a64b029c67175e532)’
WARNING
r-devel-linux-x86_64-fedora-gcc
whether package can be installed
Found the following significant warnings: SpecialFunctions.h:181:14: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion] SpecialFunctions. ...[truncated]... m>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion] See ‘/data/gannet/ripley/R/packages/tests-devel/NPBayesImputeCat.Rcheck/00install.out’ for details. * used C++ compiler: ‘g++ (GCC) 15.1.1 20250521 (Red Hat 15.1.1-2)’
WARNING
r-devel-windows-x86_64
whether package can be installed
Found the following significant warnings: SpecialFunctions.h:181:14: warning: arithmetic between different enumeration types 'MTRand::<unnamed enum>' and 'MTRand::<unnamed enum>' is deprecated [-Wdeprecated-enum-enum-conversion] SpecialFunctions. ...[truncated]... umeration types 'MTRand::<unnamed enum>' and 'MTRand::<unnamed enum>' is deprecated [-Wdeprecated-enum-enum-conversion] See 'd:/Rcompile/CRANpkg/local/4.6/NPBayesImputeCat.Rcheck/00install.out' for details. * used C++ compiler: 'g++.exe (GCC) 14.3.0'