SMAC-Group/irg: Granger-Causal Tests for Irregularly Sampled Signals

This package implements the framework proposed in Heerah et al. (2020) to perform Granger-Causal tests on (short) bivariate and irregularly sampled signals (with same sampling times for each signal). The main functions allow to plot the two signals of interest and to perform a Granger-Causal test for the different directions of possible influence.

Getting started

Package details

MaintainerRoberto Molinari <roberto.molinari@hotmail.it>
LicenseAGPL-3 | file LICENSE
Version0.1.1
URL https://github.com/SMAC-Group/irg https://www.biorxiv.org/content/10.1101/2020.06.15.152819v1
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("SMAC-Group/irg")
SMAC-Group/irg documentation built on Sept. 9, 2021, 7:16 p.m.