Bayesian Averaging for Dynamic Panels


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Documentation for package ‘badp’ version 0.5.0

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best_models Table with the best models according to one of the posterior criteria
bma Calculation of the bma object
coef.badp_bma Extract posterior statistics from Bayesian Model Averaging Results
coef_hist Graphs of the distribution of the coefficients over the model space
compute_model_space_stats Approximate standard deviations for the models
economic_growth Economic Growth Data
feature_standardization Perform feature standardization
full_bma_results Example output of the bma function
full_model_space Example output of 'optim_model_space'
jointness Calculation of the jointness measures
migration_data Migration data in the original format
migration_model_space Example output of 'optim_model_space' in the case of migration data
migration_model_space_nonnested Example output of 'optim_model_space' in the case of migration data obtained with nonnested approach.
model_pmp Graphs of the prior and posterior model probabilities for the best individual models
model_sizes Graphs of the prior and posterior model probabilities of the model sizes
model_space_nonnested Example output of 'optim_model_space' for non-nested models
optim_model_space Calculation of the model_space object
optim_model_space_params Finds MLE parameters for each model in the given model space
original_economic_growth Economic Growth Data in the original format
plot.badp_bma Plot Bayesian Model Averaging Results
posterior_dens Graphs of the posterior densities of the coefficients
print.badp_best_models Print Best Models Tables
print.badp_bma Print Bayesian Model Averaging Results
print.badp_bma_coef Print Coefficient Tables from Bayesian Model Averaging
print.badp_drawable_grob Print a Drawable Best-Models Grob
print.badp_model_space Print Model Space Object
print.summary.badp_bma Print Summary of Bayesian Model Averaging Results
print.summary.badp_model_space Print Summary of a Model Space Object
sem_likelihood Likelihood for the SEM model
small_model_space Example output of 'optim_model_space' (small version)
summary.badp_bma Summarize Bayesian Model Averaging Results
summary.badp_model_space Summarize a Model Space Object