dynamite-package |
The 'dynamite' package. |
+.dynamiteformula |
Model formula for 'dynamite' |
as.data.frame.dynamitefit |
Extract Samples From a 'dynamitefit' Object as a Data Frame |
as.data.table |
Extract Samples From a 'dynamitefit' Object as a Data Table |
as.data.table.dynamitefit |
Extract Samples From a 'dynamitefit' Object as a Data Table |
as_draws |
Convert 'dynamite' Output to 'draws_df' Format |
as_draws.dynamitefit |
Convert 'dynamite' Output to 'draws_df' Format |
as_draws_df |
Convert 'dynamite' Output to 'draws_df' Format |
as_draws_df.dynamitefit |
Convert 'dynamite' Output to 'draws_df' Format |
aux |
Model formula for 'dynamite' |
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 |
dynamite |
Estimate a Bayesian Dynamic Multivariate Panel Model |
dynamite-deprecated |
Deprecated Functions in the dynamite Package |
dynamiteformula |
Model formula for 'dynamite' |
fitted.dynamitefit |
Extract Fitted Values of a Dynamite Model |
formula.dynamitefit |
Estimate a Bayesian Dynamic Multivariate Panel 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_code.dynamitefit |
Extract the Stan Code of the Dynamite Model |
get_code.dynamiteformula |
Extract the Stan Code of the Dynamite Model |
get_data |
Extract the Model Data of the Dynamite Model |
get_data.dynamitefit |
Extract the Model Data of the Dynamite Model |
get_data.dynamiteformula |
Extract the Model Data of the Dynamite Model |
get_parameter_dims |
Get Parameter Dimensions of the Dynamite Model |
get_parameter_dims.dynamitefit |
Get Parameter Dimensions of the Dynamite Model |
get_parameter_dims.dynamiteformula |
Get Parameter Dimensions of the Dynamite Model |
get_parameter_names |
Get Parameter Names of the Dynamite Model |
get_parameter_names.dynamitefit |
Get Parameter Names of the Dynamite Model |
get_parameter_types |
Get Parameter Types of the Dynamite Model |
get_parameter_types.dynamitefit |
Get Parameter Types of the Dynamite Model |
get_priors |
Get Prior Definitions of a Dynamite Model |
get_priors.dynamitefit |
Get Prior Definitions of a Dynamite Model |
get_priors.dynamiteformula |
Get Prior Definitions of a Dynamite Model |
hmc_diagnostics |
HMC Diagnostics for a Dynamite Model |
hmc_diagnostics.dynamitefit |
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 |
lfo.dynamitefit |
Approximate Leave-Future-Out (LFO) Cross-validation |
loo |
Approximate Leave-One-Out (LOO) Cross-validation |
loo.dynamitefit |
Approximate Leave-One-Out (LOO) Cross-validation |
mcmc_diagnostics |
Diagnostic Values of a Dynamite Model |
mcmc_diagnostics.dynamitefit |
Diagnostic Values of a Dynamite Model |
multichannel_example |
Simulated Multivariate Panel Data |
multichannel_example_fit |
Model Fit for the Simulated Multivariate Panel Data |
ndraws |
Return the Number of Posterior Draws of a 'dynamitefit' Object |
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 |
obs |
Model formula for 'dynamite' |
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 |
plot_betas |
Deprecated Functions in the dynamite Package |
plot_deltas |
Deprecated Functions in the dynamite Package |
plot_lambdas |
Deprecated Functions in the dynamite Package |
plot_nus |
Deprecated Functions in the dynamite Package |
plot_psis |
Deprecated Functions in the dynamite Package |
predict.dynamitefit |
Predict Method for a Dynamite Model |
print.dynamitefit |
Estimate a Bayesian Dynamic Multivariate Panel Model |
print.dynamiteformula |
Model formula for 'dynamite' |
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. |
summary.dynamitefit |
Estimate a Bayesian Dynamic Multivariate Panel Model |
update.dynamitefit |
Update a Dynamite Model |