GreedyExperimentalDesign
                        Greedy Experimental Design Search
automobile              Data concerning automobile prices.
complete_randomization
                        Implements complete balanced randomization
compute_objective_val   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...
compute_randomization_metrics
                        Computes Randomization Metrics (explained in
                        paper) about a design algorithm
generate_stdzied_design_matrix
                        Generates a design matrix with standardized
                        predictors. Useful for debugging.
initGreedyExperimentalDesignObject
                        This method creates an object of type
                        greedy_experimental_design and will immediately
                        initiate a search through $1_T$ space.
initKarpExperimentalDesignObject
                        This method creates an object of type
                        karp_experimental_design and will immediately
                        initiate a search through $1_T$ space.
initOptimalExperimentalDesignObject
                        This method creates an object of type
                        optimal_experimental_design and will
                        immediately initiate a search through $1_T$
                        space.
initRerandomizationExperimentalDesignObject
                        This method creates an object of type
                        rerandomization_experimental_design and will
                        immediately initiate a search through $1_T$
                        space.
plot.greedy_experimental_design_search
                        Plots a summary of a
                        'greedy_experimental_design_search' object
plot_obj_val_by_iter    Plots the objective value by iteration
plot_obj_val_order_statistic
                        Plots an order statistic of the object value as
                        a function of number of searches
print.greedy_experimental_design_search
                        Prints a summary of a
                        'greedy_experimental_design_search' object
print.karp_experimental_design_search
                        Prints a summary of a
                        'karp_experimental_design_search' object
print.optimal_experimental_design_search
                        Prints a summary of a
                        'optimal_experimental_design_search' object
print.rerandomization_experimental_design_search
                        Prints a summary of a
                        'rerandomization_experimental_design_search'
                        object
resultsGreedySearch     Returns the results (thus far) of the greedy
                        design search
resultsKarpSearch       Returns the results (thus far) of the karp
                        design search
resultsOptimalSearch    Returns the results (thus far) of the optimal
                        design search
resultsRerandomizationSearch
                        Returns the results (thus far) of the
                        rerandomization design search
searchTimeElapsed       Returns the number of vectors found by the
                        greedy design search
startSearch             Starts the parallelized greedy design search.
                        Once begun, this function cannot be run again.
stopSearch              Stops the parallelized greedy design search.
                        Once stopped, it cannot be restarted.
summary.greedy_experimental_design_search
                        Prints a summary of a
                        'greedy_experimental_design_search' object
summary.karp_experimental_design_search
                        Prints a summary of a
                        'karp_experimental_design_search' object
summary.optimal_experimental_design_search
                        Prints a summary of a
                        'optimal_experimental_design_search' object
summary.rerandomization_experimental_design_search
                        Prints a summary of a
                        'rerandomization_experimental_design_search'
                        object
