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All functions

as.data.frame(<dynamitefit>)
Extract Samples From a dynamitefit Object as a Data Frame
as.data.table(<dynamitefit>)
Extract Samples From a dynamitefit Object as a Data Table
as_draws_df(<dynamitefit>) as_draws(<dynamitefit>)
Convert dynamite Output to draws_df Format
categorical_example
Simulated Categorical Multivariate Panel Data
categorical_example_fit
Model Fit for the Simulated Categorical Multivariate Panel Data
coef(<dynamitefit>)
Extract Regression Coefficients of a Dynamite Model
confint(<dynamitefit>)
Credible Intervals for Dynamite Model Parameters
dynamice()
Estimate a Bayesian Dynamic Multivariate Panel Model With Multiple Imputation
plot_betas() plot_deltas() plot_nus() plot_lambdas() plot_psis()
Deprecated Functions in the dynamite Package
dynamite-package
The dynamite package.
dynamite() formula(<dynamitefit>) print(<dynamitefit>) summary(<dynamitefit>)
Estimate a Bayesian Dynamic Multivariate Panel Model
dynamiteformula() obs() aux() `+`(<dynamiteformula>) print(<dynamiteformula>)
Model formula for dynamite
fitted(<dynamitefit>)
Extract Fitted Values of a Dynamite Model
gaussian_example
Simulated Data of Gaussian Responses
gaussian_example_fit
Model Fit for the Simulated Data of Gaussian Responses
gaussian_simulation_fit
Model Fit for the time-varying example in the dynamite_simulation Vignette
get_code()
Extract the Stan Code of the Dynamite Model
get_data()
Extract the Model Data of the Dynamite Model
get_parameter_dims()
Get Parameter Dimensions of the Dynamite Model
get_parameter_names()
Get Parameter Names of the Dynamite Model
get_parameter_types()
Get Parameter Types of the Dynamite Model
get_priors()
Get Prior Definitions of a Dynamite Model
hmc_diagnostics()
HMC Diagnostics for a Dynamite Model
lags()
Add Lagged Responses as Predictors to Each Channel of a Dynamite Model
lfactor()
Define a Common Latent Factor for the Dynamite Model.
lfo()
Approximate Leave-Future-Out (LFO) Cross-validation
loo(<dynamitefit>)
Approximate Leave-One-Out (LOO) Cross-validation
mcmc_diagnostics()
Diagnostic Values of a Dynamite Model
multichannel_example
Simulated Multivariate Panel Data
multichannel_example_fit
Model Fit for the Simulated Multivariate Panel Data
ndraws(<dynamitefit>)
Return the Number of Posterior Draws of a dynamitefit Object
nobs(<dynamitefit>)
Extract the Number of Observations Used to Fit a Dynamite Model
plot(<dynamitefit>)
Plots for dynamitefit Objects
plot(<dynamiteformula>)
Plot the Model Structure as a Directed Acyclic Graph (DAG)
plot(<lfo>)
Diagnostic Plot for Pareto k Values from LFO
predict(<dynamitefit>)
Predict Method for a Dynamite Model
print(<lfo>)
Print the results from the LFO
random_spec()
Additional Specifications for the Group-level Random Effects of the DMPM
splines()
Define the B-splines Used for the Time-varying Coefficients of the Model.
update(<dynamitefit>)
Update a Dynamite Model