GreedyExperimentalDesign-package | Greedy Experimental Design Search |
automobile | Data concerning automobile prices. |
complete_randomization | Implements complete randomization |
complete_randomization_with_balanced_ns | 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. |
GreedyExperimentalDesign | Greedy Experimental Design Search |
gurobi_multiple_designs | Find multiple designs |
initGreedyExperimentalDesignObject | This method creates an object of type greedy_experimental_design and will immediately initiate a search through $1_T$ space. |
initGurobiNumericalOptimizationExperimentalDesignObject | This method creates an object of type optimal_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 |
resultsGurobiNumericalOptimizeExperimentalDesign | Returns the results (thus far) of the Gurobi numerical optimization 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 |