indirect
Elicitation of Independent Conditional Means Priors for Generalised Linear Models
Description
Functions are provided to facilitate prior elicitation for Bayesian generalised linear models using independent conditional means priors. The package supports the elicitation of multivariate normal priors for generalised linear models. The approach can be applied to indirect elicitation for a generalised linear model that is linear in the parameters. The package is designed such that the facilitator executes functions within the R console during the elicitation session to provide graphical and numerical feedback at each design point. Various methodologies for eliciting fractiles (equivalently, percentiles or quantiles) are supported, including versions of the approach of Hosack et al. (2017) <doi:10.1016/j.ress.2017.06.011>. For example, experts may be asked to provide central credible intervals that correspond to a certain probability. Or experts may be allowed to vary the probability allocated to the central credible interval for each design point. Additionally, a median may or may not be elicited.
Downloads
237
Last 30 days
18376th
615
Last 90 days
2.3K
Last year
Trend: +70.5% (30d vs prior 30d)
9
Last 30 days
23
Last 90 days
101
Last year
Trend: -35.7% (30d vs prior 30d)
CRAN Check Status
Show all 13 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-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)
CRAN incoming feasibility
Maintainer: ‘Geoff Hosack <geoff.hosack@csiro.au>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Geoffrey", "R."),
family = "Hosack",
role = "aut"),
person(given = "Geoff",
family = "Hosack",
role = "cre",
email = "geoff.hosack@csiro.au"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Geoff Hosack <geoff.hosack@csiro.au>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Geoffrey", "R."),
family = "Hosack",
role = "aut"),
person(given = "Geoff",
family = "Hosack",
role = "cre",
email = "geoff.hosack@csiro.au"))
as necessary.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
CRAN incoming feasibility
Maintainer: ‘Geoff Hosack <geoff.hosack@csiro.au>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Geoffrey", "R."),
family = "Hosack",
role = "aut"),
person(given = "Geoff",
family = "Hosack",
role = "cre",
email = "geoff.hosack@csiro.au"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Geoff Hosack <geoff.hosack@csiro.au>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Geoffrey", "R."),
family = "Hosack",
role = "aut"),
person(given = "Geoff",
family = "Hosack",
role = "cre",
email = "geoff.hosack@csiro.au"))
as necessary.
ERROR 11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
CRAN incoming feasibility
Maintainer: ‘Geoff Hosack <geoff.hosack@csiro.au>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Geoffrey", "R."),
family = "Hosack",
role = "aut"),
person(given = "Geoff",
family = "Hosack",
role = "cre",
email = "geoff.hosack@csiro.au"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Geoff Hosack <geoff.hosack@csiro.au>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Geoffrey", "R."),
family = "Hosack",
role = "aut"),
person(given = "Geoff",
family = "Hosack",
role = "cre",
email = "geoff.hosack@csiro.au"))
as necessary.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Geoff Hosack <geoff.hosack@csiro.au>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Geoffrey", "R."),
family = "Hosack",
role = "aut"),
person(given = "Geoff",
family = "Hosack",
role = "cre",
email = "geoff.hosack@csiro.au"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Geoff Hosack <geoff.hosack@csiro.au>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Geoffrey", "R."),
family = "Hosack",
role = "aut"),
person(given = "Geoff",
family = "Hosack",
role = "cre",
email = "geoff.hosack@csiro.au"))
as necessary.