Skip to content

mvgam

Multivariate (Dynamic) Generalized Additive Models

v1.1.594 · Jan 20, 2026 · MIT + file LICENSE

Description

Fit Bayesian Dynamic Generalized Additive Models to multivariate observations. Users can build nonlinear State-Space models that can incorporate semiparametric effects in observation and process components, using a wide range of observation families. Estimation is performed using Markov Chain Monte Carlo with Hamiltonian Monte Carlo in the software 'Stan'. References: Clark & Wells (2023) <doi:10.1111/2041-210X.13974>.

Downloads

3.3K

Last 30 days

2230th

10.9K

Last 90 days

37K

Last year

Trend: -10.1% (30d vs prior 30d)

CRAN Check Status

3 NOTE
11 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 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 (6 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is 13.6Mb
  sub-directories of 1Mb or more:
    R      9.1Mb
    doc    2.0Mb
    libs   1.8Mb
NOTE r-oldrel-macos-arm64

package dependencies

Package suggested but not available for checking: ‘cmdstanr’
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 13.6Mb
  sub-directories of 1Mb or more:
    R      9.1Mb
    doc    2.0Mb
    libs   1.8Mb
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘cmdstanr’
NOTE r-oldrel-windows-x86_64

installed package size

installed size is 11.1Mb
  sub-directories of 1Mb or more:
    R     7.4Mb
    doc   2.0Mb
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'cmdstanr'

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

package dependencies

Package suggested but not available for checking: ‘cmdstanr’
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘cmdstanr’
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'cmdstanr'

Reverse Dependencies (1)

suggests

Dependency Network

Dependencies Reverse dependencies brms mgcv insight (>= 0.19.1) marginaleffects Rcpp rstan posterior loo rstantools bayesplot ggplot2 mvnfast purrr dplyr magrittr +4 more dependencies marginaleffects mvgam

Version History

new 1.1.594 Mar 10, 2026
updated 1.1.594 ← 1.1.593 diff Jan 20, 2026
updated 1.1.593 ← 1.1.51 diff Sep 4, 2025
updated 1.1.51 ← 1.1.4 diff Mar 13, 2025
updated 1.1.4 ← 1.1.3 diff Feb 18, 2025
updated 1.1.3 ← 1.1.2 diff Sep 3, 2024
updated 1.1.2 ← 1.1.1 diff Jun 30, 2024
updated 1.1.1 ← 1.1.0 diff May 9, 2024
new 1.1.0 May 5, 2024