add_residuals.mvgam | Calculate randomized quantile residuals for mvgam objects |
all_neon_tick_data | NEON Amblyomma and Ixodes tick abundance survey data |
code | Stan code and data objects for mvgam models |
conditional_effects.mvgam | Display Conditional Effects of Predictors |
dynamic | Defining dynamic coefficients in mvgam formulae |
ensemble.mvgam_forecast | Combine mvgam forecasts into evenly weighted ensembles |
evaluate_mvgams | Evaluate forecasts from fitted mvgam objects |
fitted.mvgam | Expected Values of the Posterior Predictive Distribution |
forecast.mvgam | Extract or compute hindcasts and forecasts for a fitted... |
formula.mvgam | Extract formulae from mvgam objects |
get_mvgam_priors | Extract information on default prior distributions for an... |
GP | Specify dynamic Gaussian processes |
gratia_mvgam_enhancements | Enhance mvgam post-processing using gratia functionality |
hindcast.mvgam | Extract hindcasts for a fitted 'mvgam' object |
index-mvgam | Index 'mvgam' objects |
irf.mvgam | Calculate latent VAR impulse response functions |
lfo_cv.mvgam | Approximate leave-future-out cross-validation of fitted... |
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 mvgam latent factor... |
mcmc_plot.mvgam | MCMC plots as implemented in 'bayesplot' |
model.frame.mvgam | Extract model.frame from a fitted mvgam object |
monotonic | Monotonic splines in mvgam |
mvgam | Fit a Bayesian dynamic GAM to a univariate or multivariate... |
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_forecast-class | 'mvgam_forecast' object description |
mvgam_formulae | Details of formula specifications in 'mvgam' |
mvgam_irf-class | 'mvgam_irf' object description |
mvgam_marginaleffects | Helper functions for mvgam marginaleffects calculations |
mvgam_trends | Supported mvgam trend models |
pairs.mvgam | Create a matrix of output plots from a 'mvgam' object |
piecewise_trends | Specify piecewise linear or logistic trends |
pipe | Pipe operator |
plot.mvgam | Default mvgam plots |
plot_mvgam_factors | Latent factor summaries for a fitted mvgam object |
plot_mvgam_forecasts | Plot mvgam posterior predictions for a specified series |
plot.mvgam_irf | Plot impulse responses from an mvgam_irf object This function... |
plot.mvgam_lfo | Plot Pareto-k and ELPD values from a leave-future-out object |
plot_mvgam_pterms | Plot mvgam parametric term partial effects |
plot_mvgam_randomeffects | Plot mvgam random effect terms |
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 mvgam smooth terms |
plot_mvgam_trend | Plot mvgam latent trend for a specified series |
plot_mvgam_uncertainty | Plot mvgam forecast uncertainty contributions for a specified... |
portal_data | Portal Project rodent capture survey data |
posterior_epred.mvgam | Draws from the Expected Value of the Posterior Predictive... |
posterior_linpred.mvgam | Posterior Draws of the Linear Predictor |
posterior_predict.mvgam | Draws from the Posterior Predictive Distribution |
pp_check.mvgam | Posterior Predictive Checks for 'mvgam' Objects |
ppc.mvgam | Plot mvgam posterior predictive checks for a specified series |
predict.mvgam | Predict from the GAM component of an mvgam model |
print.mvgam | Summary for a fitted mvgam object |
reexports | Objects exported from other packages |
residuals.mvgam | Posterior draws of 'mvgam' residuals |
RW | Specify autoregressive dynamic processes |
score.mvgam_forecast | Compute probabilistic forecast scores for mvgam objects |
series_to_mvgam | This function converts univariate or multivariate time series... |
sim_mvgam | Simulate a set of time series for mvgam modelling |
summary.mvgam | Summary for a fitted mvgam object |
update.mvgam | Update an existing 'mvgam' object |
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