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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>.

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installed package size

  installed size is 13.6Mb
  sub-directories of 1Mb or more:
    R      9.1Mb
    doc    2.0Mb
    libs   1.8Mb
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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'
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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 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)

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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 9, 2026