R: Optimal Rerandomization Experimental Designs

# Optimal Rerandomization Experimental Designs

## Documentation for package ‘OptimalRerandExpDesigns’ version 1.1

- DESCRIPTION file

## Help Pages

complete_randomization_plus_one_min_one | Implements the complete randomization design (CRD) AKA Bernoulli Trial
complete_randomization_with_forced_balance_plus_one_min_one | Implements the balanced complete randomization design (BCRD)
compute_objective_val_plus_one_min_one_enc | Returns the objective value given a design vector as well an an objective function. This is code duplication since this is implemented within Java. This is only to be run if...
frob_norm_sq | Naive Frobenius Norm Squared
frob_norm_sq_debiased | Debiased Frobenius Norm Squared Var-Cov matrix
frob_norm_sq_debiased_times_matrix | Debiased Frobenius Norm Squared Constant Times Var-Cov matrix
generate_W_base_and_sort | Generate Base Assignments and Sorts
OptimalRerandExpDesigns | Optimal Rerandomization Threshold Search for Experimental Design
optimal_rerandomization_exact | Find the Optimal Rerandomization Design Exactly
optimal_rerandomization_normality_assumed | Find the Optimal Rerandomization Design Under the Gaussian Approximation
optimal_rerandomization_tail_approx | Find the Optimal Rerandomization Design Under the Tail and Kurtosis Approximation
plot.optimal_rerandomization_obj | Plots a summary of a 'optimal_rerandomization_obj' object
plot.W_base_object | Plots a summary of the imbalances in a 'W_base_object' object
print.optimal_rerandomization_obj | Prints a summary of a 'optimal_rerandomization_obj' object
print.W_base_object | Prints a summary of a 'W_base_object' object
summary.optimal_rerandomization_obj | Prints a summary of a 'optimal_rerandomization_obj' object
summary.W_base_object | Prints a summary of a 'W_base_object' object