Reduced Model Space Bayesian Model Averaging

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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