mmb
Arbitrary Dependency Mixed Multivariate Bayesian Models
Description
Supports Bayesian models with full and partial (hence arbitrary) dependencies between random variables. Discrete and continuous variables are supported, and conditional joint probabilities and probability densities are estimated using Kernel Density Estimation (KDE). The full general form, which implements an extension to Bayes' theorem, as well as the simple form, which is just a Bayesian network, both support regression through segmentation and KDE and estimation of probability or relative likelihood of discrete or continuous target random variables. This package also provides true statistical distance measures based on Bayesian models. Furthermore, these measures can be facilitated on neighborhood searches, and to estimate the similarity and distance between data points. Related work is by Bayes (1763) <doi:10.1098/rstl.1763.0053> and by Scutari (2010) <doi:10.18637/jss.v035.i03>.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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 details (7 non-OK)
CRAN incoming feasibility
Maintainer: ‘Sebastian Hönel <sebastian.honel@lnu.se>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Sebastian",
family = "Hönel",
role = c("aut", "cre"),
email = "sebastian.honel@lnu.se")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Sebastian Hönel <sebastian.honel@lnu.se>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Sebastian",
family = "Hönel",
role = c("aut", "cre"),
email = "sebastian.honel@lnu.se")
as necessary.
dependencies in R code
Namespaces in Imports field not imported from: ‘datasets’ ‘doParallel’ ‘parallel’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘datasets’ ‘doParallel’ ‘parallel’ All declared Imports should be used.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
Check History
NOTE 7 OK · 7 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Sebastian Hönel <sebastian.honel@lnu.se>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Sebastian",
family = "Hönel",
role = c("aut", "cre"),
email = "sebastian.honel@lnu.se")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Sebastian Hönel <sebastian.honel@lnu.se>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Sebastian",
family = "Hönel",
role = c("aut", "cre"),
email = "sebastian.honel@lnu.se")
as necessary.
dependencies in R code
Namespaces in Imports field not imported from: ‘datasets’ ‘doParallel’ ‘parallel’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘datasets’ ‘doParallel’ ‘parallel’ All declared Imports should be used.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory