execute_ggm: Execution of a Gaussian graphical model experiment

In irenecrsn/ggmexp: Utilities for Experiments in Gaussian Graphical Models

Description

Execution of a Gaussian graphical model experiment

Usage

execute_experiment(p, d, r, N, ename, emethod, ...)

Arguments

p	Vector of dimensions to test.
d	Vector of densities to test.
r	Number of replications for the experiment.
N	Vector of number of samples to generate by the experiment.
ename	Experiment name, used for storing the results.
emethod	Function containing the atomic experiment to be executed. As such, it must require at least two arguments, 'p' and 'd'.
...	Additional parameters for 'emethod'.

Details

Function [execute_experiment()] executes 'r' times the experiment 'emethod' for each value of 'p' and 'd', and stores its result as an 'rds' object in a newly created directory for each repetition. It runs in parallel the 'r' replications of the experiment, up to 'parallel::detectCores() - 2' threads.

Value

Nothing

irenecrsn/ggmexp documentation built on Feb. 1, 2020, 4:20 a.m.