Greedy Experimental Design Construction

---

Documentation for package ‘GreedyExperimentalDesign’ version 1.5.6.1

• DESCRIPTION file.

Help Pages

automobile	Data concerning automobile prices.
complete_randomization	Implements complete randomization (without forced balance)
complete_randomization_with_forced_balanced	Implements forced balanced randomization
computeBinaryMatchStructure	Compute Binary Matching Strcuture
compute_gram_matrix	Gram Matrix Computation
compute_objective_val	Computes Objective Value From Allocation Vector
compute_randomization_metrics	Computes Randomization Metrics (explained in paper) about a design algorithm
generate_stdzied_design_matrix	Generates a design matrix with standardized predictors.
GreedyExperimentalDesign	Greedy Experimental Design Search
greedy_orthogonalization_curation	Curate More Orthogonal Vectors Greedily
greedy_orthogonalization_curation2	Curate More Orthogonal Vectors Greedily
hadamardExperimentalDesign	Create a Hadamard Design
imbalanced_block_designs	Implements unequally allocated block designs
imbalanced_complete_randomization	Implements unequally allocated complete randomization
initBinaryMatchExperimentalDesignSearch	Begin a Binary Match Search
initBinaryMatchFollowedByGreedyExperimentalDesignSearch	Begin a Search for Binary Matching Followed by Greedy Switch Designs
initBinaryMatchFollowedByRerandomizationDesignSearch	Begin a Search for Binary Matching Followed by Rerandomization
initGreedyExperimentalDesignObject	Begin A Greedy Pair Switching Search
initGreedyMultipleKernelExperimentalDesignObject	Begin A Greedy Pair Multiple Kernel Switching Search
initKarpExperimentalDesignObject	Begin Karp Search
initOptimalExperimentalDesignObject	Begin a Search for the Optimal Solution
initRerandomizationExperimentalDesignObject	Begin a Rerandomization Search
optimize_asymmetric_treatment_assignment	Compute Optimal Number of Treatments/Controls
plot.greedy_experimental_design_search	Plots a summary of a greedy search object object
plot.greedy_multiple_kernel_experimental_design	Plots a summary of a 'greedy_multiple_kernel_experimental_design' 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.binary_match_structure	Prints a summary of a 'binary_match_structure' object
print.binary_then_greedy_experimental_design	Prints a summary of a 'binary_then_greedy_experimental_design' object
print.binary_then_rerandomization_experimental_design	Prints a summary of a 'binary_then_rerandomization_experimental_design' object
print.greedy_experimental_design_search	Prints a summary of a 'greedy_experimental_design_search' object
print.greedy_multiple_kernel_experimental_design	Prints a summary of a 'greedy_multiple_kernel_experimental_design' 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.pairwise_matching_experimental_design_search	Prints a summary of a 'pairwise_matching_experimental_design_search' object
print.rerandomization_experimental_design_search	Prints a summary of a 'rerandomization_experimental_design_search' object
resultsBinaryMatchSearch	Binary Pair Match Search
resultsBinaryMatchThenGreedySearch	Returns unique allocation vectors that are binary matched
resultsBinaryMatchThenRerandomizationSearch	Returns unique allocation vectors that are binary matched
resultsGreedySearch	Returns the results (thus far) of the greedy design search
resultsKarpSearch	Returns the results (thus far) of the karp design search
resultsMultipleKernelGreedySearch	Returns the results (thus far) of the greedy design search for multiple kernels
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 amount of time elapsed
standardize_data_matrix	Standardizes the columns of a data matrix.
startSearch	Starts the parallelized greedy design search.
stopSearch	Stops the parallelized greedy design search.
summary.binary_match_structure	Prints a summary of a 'binary_match_structure' object
summary.binary_then_greedy_experimental_design	Prints a summary of a 'binary_then_greedy_experimental_design' object
summary.binary_then_rerandomization_experimental_design	Prints a summary of a 'binary_then_rerandomization_experimental_design' object
summary.greedy_experimental_design_search	Prints a summary of a 'greedy_experimental_design_search' object
summary.greedy_multiple_kernel_experimental_design	Prints a summary of a 'greedy_multiple_kernel_experimental_design' 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.pairwise_matching_experimental_design_search	Prints a summary of a 'pairwise_matching_experimental_design_search' object
summary.rerandomization_experimental_design_search	Prints a summary of a 'rerandomization_experimental_design_search' object