GP                      Specify dynamic Gaussian process trends in
                        'mvgam' models
PW                      Specify piecewise linear or logistic trends in
                        'mvgam' models
RW                      Specify autoregressive dynamic processes in
                        'mvgam'
ZMVN                    Specify correlated residual processes in
                        'mvgam'
add_residuals.mvgam     Calculate randomized quantile residuals for
                        'mvgam' objects
all_neon_tick_data      NEON Amblyomma and Ixodes tick abundance survey
                        data
augment.mvgam           Augment an 'mvgam' object's data
code                    Stan code and data objects for 'mvgam' models
conditional_effects.mvgam
                        Display conditional effects of predictors for
                        'mvgam' models
dynamic                 Defining dynamic coefficients in 'mvgam'
                        formulae
ensemble.mvgam_forecast
                        Combine forecasts from 'mvgam' models into
                        evenly weighted ensembles
evaluate_mvgams         Evaluate forecasts from fitted 'mvgam' objects
fevd.mvgam              Calculate latent VAR forecast error variance
                        decompositions
fitted.mvgam            Expected values of the posterior predictive
                        distribution for 'mvgam' objects
forecast.mvgam          Extract or compute hindcasts and forecasts for
                        a fitted 'mvgam' object
formula.mvgam           Extract formulae from 'mvgam' objects
get_mvgam_priors        Extract information on default prior
                        distributions for an 'mvgam' model
gratia_mvgam_enhancements
                        Enhance post-processing of 'mvgam' models using
                        'gratia' functionality
hindcast.mvgam          Extract hindcasts for a fitted 'mvgam' object
how_to_cite.mvgam       Generate a methods description for 'mvgam'
                        models
index-mvgam             Index 'mvgam' objects
irf.mvgam               Calculate latent VAR impulse response functions
jsdgam                  Fit Joint Species Distribution Models in
                        'mvgam'
lfo_cv.mvgam            Approximate leave-future-out cross-validation
                        of fitted 'mvgam' objects
logLik.mvgam            Compute pointwise Log-Likelihoods from fitted
                        'mvgam' objects
loo.mvgam               LOO information criteria for 'mvgam' models
lv_correlations         Calculate trend correlations based on latent
                        factor loadings for 'mvgam' models
mcmc_plot.mvgam         MCMC plots of 'mvgam' parameters, as
                        implemented in 'bayesplot'
model.frame.mvgam       Extract model.frame from a fitted 'mvgam'
                        object
monotonic               Monotonic splines in 'mvgam' models
mvgam                   Fit a Bayesian Dynamic GAM to Univariate or
                        Multivariate Time Series
mvgam-class             Fitted 'mvgam' object description
mvgam_diagnostics       Extract diagnostic quantities of 'mvgam' models
mvgam_draws             Extract posterior draws from fitted 'mvgam'
                        objects
mvgam_families          Supported 'mvgam' families
mvgam_fevd-class        'mvgam_fevd' object description
mvgam_forecast-class    'mvgam_forecast' object description
mvgam_formulae          Details of formula specifications in 'mvgam'
                        models
mvgam_irf-class         'mvgam_irf' object description
mvgam_marginaleffects   Helper functions for 'marginaleffects'
                        calculations in 'mvgam' models
mvgam_residcor-class    'mvgam_residcor' object description
mvgam_trends            Supported latent trend models in 'mvgam'
mvgam_use_cases         Example use cases for 'mvgam'
ordinate.jsdgam         Latent variable ordination plots from jsdgam
                        objects
pairs.mvgam             Create a matrix of output plots from a 'mvgam'
                        object
plot.mvgam              Default plots for 'mvgam' models
plot.mvgam_fevd         Plot forecast error variance decompositions
                        from an 'mvgam_fevd' object
plot.mvgam_irf          Plot impulse responses from an 'mvgam_irf'
                        object
plot.mvgam_lfo          Plot Pareto-k and ELPD values from a
                        'mvgam_lfo' object
plot.mvgam_residcor     Plot residual correlations based on latent
                        factors
plot_mvgam_factors      Latent factor summaries for a fitted 'mvgam'
                        object
plot_mvgam_forecasts    Plot posterior forecast predictions from
                        'mvgam' models
plot_mvgam_pterms       Plot parametric term partial effects for
                        'mvgam' models
plot_mvgam_randomeffects
                        Plot random effect terms from 'mvgam' models
plot_mvgam_resids       Residual diagnostics for a fitted 'mvgam'
                        object
plot_mvgam_series       Plot observed time series used for 'mvgam'
                        modelling
plot_mvgam_smooth       Plot smooth terms from 'mvgam' models
plot_mvgam_trend        Plot latent trend predictions from 'mvgam'
                        models
plot_mvgam_uncertainty
                        Plot forecast uncertainty contributions from
                        'mvgam' models
portal_data             Portal Project rodent capture survey data
posterior_epred.mvgam   Draws from the expected value of the posterior
                        predictive distribution for 'mvgam' objects
posterior_linpred.mvgam
                        Posterior draws of the linear predictor for
                        'mvgam' objects
posterior_predict.mvgam
                        Draws from the posterior predictive
                        distribution for 'mvgam' objects
pp_check.mvgam          Posterior Predictive Checks for 'mvgam' models
ppc.mvgam               Plot conditional posterior predictive checks
                        from 'mvgam' models
predict.mvgam           Predict from a fitted 'mvgam' model
print.mvgam             Print a fitted 'mvgam' object
print.mvgam_summary     Print method for mvgam_summary objects
residual_cor.jsdgam     Extract residual correlations based on latent
                        factors
residuals.mvgam         Posterior draws of residuals from 'mvgam'
                        models
score.mvgam_forecast    Compute probabilistic forecast scores for
                        'mvgam' models
series_to_mvgam         Convert timeseries object to format necessary
                        for 'mvgam' models
sim_mvgam               Simulate a set of time series for modelling in
                        'mvgam'
stability.mvgam         Calculate measures of latent VAR community
                        stability
summary.mvgam           Summary for a fitted 'mvgam' models
summary.mvgam_fevd      Posterior summary of forecast error variance
                        decompositions
summary.mvgam_forecast
                        Posterior summary of hindcast and forecast
                        objects
summary.mvgam_irf       Posterior summary of impulse responses
tidy.mvgam              Tidy an 'mvgam' object's parameter posteriors
update.mvgam            Update an existing 'mvgam' model object
