MHTrajectoryR
Bayesian Model Selection in Logistic Regression for the Detection of Adverse Drug Reactions
v1.0.1
·
Apr 5, 2016
·
GPL (>= 2)
Description
Spontaneous adverse event reports have a high potential for detecting adverse drug reactions. However, due to their dimension, the analysis of such databases requires statistical methods. We propose to use a logistic regression whose sparsity is viewed as a model selection challenge. Since the model space is huge, a Metropolis-Hastings algorithm carries out the model selection by maximizing the BIC criterion.
Downloads
222
Last 30 days
20654th
534
Last 90 days
2K
Last year
Trend: +34.6% (30d vs prior 30d)
CRAN Check Status
2
NOTE
12
OK
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 | 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 details (2 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Mohammed Sedki <Mohammed.sedki@u-psud.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Matthieu",
family = "Marbac",
role = "aut"),
person(given = "Mohammed",
family = "Sedki",
role = c("aut", "cre"),
email = "mohammed.sedki@u-psud.fr"))
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘MHTrajectoryR-package.Rd’:
\keyword{Binary data, logistic regression, Metropo [TRUNCATED]
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Mohammed Sedki <Mohammed.sedki@u-psud.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Matthieu",
family = "Marbac",
role = "aut"),
person(given = "Mohammed",
family = "Sedki",
role = c("aut", "cre"),
email = "mohammed.sedki@u-psud.fr"))
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘MHTrajectoryR-package.Rd’:
\keyword{Binary data, logistic regression, Metropo [TRUNCATED]
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Mohammed Sedki <Mohammed.sedki@u-psud.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Matthieu",
family = "Marbac",
role = "aut"),
...[truncated]...
email = "mohammed.sedki@u-psud.fr"))
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘MHTrajectoryR-package.Rd’:
\keyword{Binary data, logistic regression, Metropo [TRUNCATED]
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Mohammed Sedki <Mohammed.sedki@u-psud.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Matthieu",
family = "Marbac",
role = "aut"),
...[truncated]...
email = "mohammed.sedki@u-psud.fr"))
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘MHTrajectoryR-package.Rd’:
\keyword{Binary data, logistic regression, Metropo [TRUNCATED]