initOptimalExperimentalDesignObject {GreedyExperimentalDesign}R Documentation

This method creates an object of type optimal_experimental_design and will immediately initiate a search through $1_T$ space.

Description

This method creates an object of type optimal_experimental_design and will immediately initiate a search through $1_T$ space.

Usage

initOptimalExperimentalDesignObject(X, objective = "abs_sum_diff",
  wait = FALSE, start = TRUE, num_cores = 1)

Arguments

X

The design matrix with $n$ rows (one for each subject) and $p$ columns (one for each measurement on the subject). This is the design matrix you wish to search for a more optimal design.

objective

The objective function to use when greedily searching design space. This is a string "abs_sum_diff" (default) or "mahal_dist."

wait

Should the R terminal hang until all max_designs vectors are found? The deafult is FALSE.

start

Should we start searching immediately (default is TRUE).

num_cores

The number of CPU cores you wish to use during the search. The default is 1.

Value

An object of type optimal_experimental_design_search which can be further operated upon

Author(s)

Adam Kapelner


[Package GreedyExperimentalDesign version 1.2 Index]