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Bayesian Generalized Linear Models with Time-Varying Coefficients
Description
Efficient Bayesian generalized linear models with time-varying coefficients as in Helske (2022, <doi:10.1016/j.softx.2022.101016>). Gaussian, Poisson, and binomial observations are supported. The Markov chain Monte Carlo (MCMC) computations are done using Hamiltonian Monte Carlo provided by Stan, using a state space representation of the model in order to marginalise over the coefficients for efficient sampling. For non-Gaussian models, the package uses the importance sampling type estimators based on approximate marginal MCMC as in Vihola, Helske, Franks (2020, <doi:10.1111/sjos.12492>).
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CRAN Check Status
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 | 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 (5 non-OK)
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 115.6Mb
sub-directories of 1Mb or more:
libs 114.2Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 106.2Mb
sub-directories of 1Mb or more:
libs 104.8Mb
installed package size
installed size is 5.9Mb
sub-directories of 1Mb or more:
libs 4.6Mb
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 115.6Mb
sub-directories of 1Mb or more:
libs 114.2Mb
installed package size
installed size is 106.2Mb
sub-directories of 1Mb or more:
libs 104.8Mb
installed package size
installed size is 5.9Mb
sub-directories of 1Mb or more:
libs 4.6Mb