Man pages for santikka/dynamite
Bayesian Modeling and Causal Inference for Multivariate Longitudinal Data
| 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-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... |
| 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... |
| dynamite | Estimate a Bayesian Dynamic Multivariate Panel Model |
| dynamite-deprecated | Deprecated Functions in the 'dynamite' Package |
| dynamiteformula | Model Formula for 'dynamite' |
| dynamite-package | The 'dynamite' Package |
| fitted.dynamitefit | Extract Fitted Values of a 'dynamite' Model |
| gaussian_example | Simulated Data of a Gaussian Response |
| gaussian_example_fit | Model Fit for the Simulated Data of a Gaussian Response |
| get_algorithm | Get the algorithm used in a Stan model fit |
| get_code | Extract the Stan Code of the 'dynamite' Model |
| get_data | Extract the Model Data of the 'dynamite' Model |
| get_diagnostics | Get the diagnostics of a Stan model fit |
| get_draws | Get the draws of a Stan model fit |
| get_elapsed_time | Get the elapsed time of a Stan model fit |
| get_max_treedepth | Get the maximum treedepth of chains of a Stan model fit |
| get_model_code | Get the model code of a Stan model fit |
| get_nchains | Get the number of chains of a Stan model fit |
| get_ndraws | Get the number of draws of a Stan model fit |
| 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_pars_oi | Get 'pars_oi' of a Stan model fit |
| 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... |
| 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 |
| mice.impute.lag | Compute Lagging Values of an Imputed Response |
| mice.impute.lead | Compute Leading Values of an Imputed Response |
| 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'... |
| nobs.dynamitefit | Extract the Number of Observations Used to Fit a '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 |
| 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... |
| splines | Define the B-splines Used for the Time-varying Coefficients... |
| update.dynamitefit | Update a 'dynamite' Model |
