R: Reduced Model Space Bayesian Model Averaging

# Reduced Model Space Bayesian Model Averaging

## Documentation for package ‘rmsBMA’ version 0.1.2

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

best_models | Table with the best models according to one of the posterior criteria
bma | Calculation of the bma objects
coef_hist | Graphs of the distribution of the coefficients over the model space
coef_to_full | Extracting coefficients from g_regression and fast_ols function
data_prep | Introduction of time and section fixed effects and data standardization.
data_preparation | Fixed-effects demeaning and data standardization
eba | Extreme bounds analysis summaries from a Bayesian model space
fast_ols | OLS calculation with additional objects
fast_ols_const | OLS calculation with additional objects for model with just a constant.
fast_ols_HC | OLS calculation with heteroscedasticity consistent covariance matrix (MacKinnon & White 1985).
group_dilution | Compute group-based dilution factors for a model space
g_regression | Regression with g prior
g_regression_fast | Fast regression with g prior
g_regression_fast_const | Fast regression with g prior for a model with just a constant
g_regression_fast_HC | Fast regression with g prior and with heteroscedasticity consistent covariance matrix (MacKinnon & White 1985).
jointness | Calculation of of the jointness measures
migration_panel | Determinants of International Migration in the European Union
modelSpace | Model space for the Trade_data_small dataset
model_matrix | Matrix reflecting model space
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 | Calculation of the model space
ols | OLS calculation with additional objects
plus_pmp_from_pmp | Posterior probability of a positive coefficient sign (P(+))
posterior_dens | Graphs of the posterior densities of the coefficients
posterior_sign_certainty | Posterior sign certainty probability
subset_design | Regressors choice based on the inclusion vector
Trade_data | Determinants of International Trade in the European Union
Trade_data_small | Determinants of International Trade in the European Union