bigNetworkSearch: For a big network, apply treatments to a subset and search

In bmp22/networkDesign: Design of Experiments for Networks

For a big network, apply treatments to a subset and search

Description

For a big network where we can apply treatments to a subset of them, find the optimal design using a Fedorov exchange type algorithm.

Usage

bigNetworkSearch(A, treatments, sampleSize, restartProb = 0, numIterations)

Arguments

A	adjacency Matrix of the network
treatments	number of treatments to search over
sampleSize	Number of nodes given a treatment, as opposed to null treatment
restartProb	The probability of starting from a random restart. Set to 1 to evaluate random balanced designs.
numIterations	How many iterations to use in the exchange algorithm

bmp22/networkDesign documentation built on June 25, 2022, 11:45 a.m.