Function reference
-
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 todraws_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
-
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>)
- Traceplots and Density Plots for a
dynamitefit
Object
-
plot(<dynamiteformula>)
- Plot the Model Structure as a Directed Acyclic Graph (DAG)
-
plot(<lfo>)
- Diagnostic Plot for Pareto k Values from LFO
-
plot_betas()
- Plot Time-invariant Regression Coefficients of a Dynamite Model
-
plot_deltas()
- Plot Time-varying Regression Coefficients of a Dynamite Model
-
plot_lambdas()
- Plot Factor Loadings of a Dynamite Model
-
plot_nus()
- Plot Random effects of a Dynamite Model
-
plot_psis()
- Plot Latent Factors of a Dynamite Model
-
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