RM_beta_eblue           Traditional EBLUE Estimator of Beta
RM_theta_eblup          Traditional EBLUP Estimator of Theta
RM_theta_new_pred       Traditional EBLUP Estimator of Theta for new
                        'X' values
RM_theta_var_moment_est
                        Moment-Based Estimator of Latent Model Variance
adj_profile_likelihood_theta_var_maker
                        Maker Function: Adjusted Profile Likelihood of
                        Latent Variance
adj_resid_likelihood_theta_var_maker
                        Maker Function: Adjusted Residual Likelihood of
                        Latent Variance
agfh_theta_new_pred     Agnostic Fay-Herriot Hierarchical Bayesian
                        Model Predictions at Latent Level
anderson_darling        Anderson-Darling Normality Test
beta_err_gen            Generate Data with Beta Sampling Errors
cramer_vonmises         Cramer-Von Mises Normality Test
gamma_err_gen           Generate Data with Gamma Sampling Errors
hb_theta_new_pred       Traditional Fay-Herriot Hierarchical Bayesian
                        Model Predictions
kolmogorov_smirnov      Kolmogorov-Smirnov Normality Test
make_agfh_sampler       Maker Function: Agnostic Fay-Herriot Sampler
make_gibbs_sampler      Maker Function: Traditional Fay-Herriot Gibbs
                        Sampler
map_from_density        Calculate the MAP Estimate from Posterior
                        Samples
mse                     Calculate the Mean Squared Error Between two
                        Vectors
null_gen                Generate Data with Normal Sampling Errors
resid_likelihood_theta_var_maker
                        Maker Function: Residual Likelihood of Latent
                        Variance
shapiro_wilk            Shaprio-Wilk Normality Test
test_u_normal           Normality Test
theta_var_est_grid      Basic Grid Optimizer for Likelihood
