R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
VLTimeCausality
View on CRAN: Click
here
Download and install VLTimeCausality package within the R console
Install from CRAN:
install.packages("VLTimeCausality")
Install from Github:
library("remotes")
install_github("cran/VLTimeCausality") Install by package version:
library("remotes")
install_version("VLTimeCausality", "0.1.5") Attach the package and use:
library("VLTimeCausality")
Maintained by
Chainarong Amornbunchornvej
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-12-20
Latest Update: 2024-05-28
Description:
A framework to infer causality on a pair of time series of real numbers based on variable-lag Granger causality and transfer entropy. Typically, Granger causality and transfer entropy have an assumption of a fixed and constant time delay between the cause and effect. However, for a non-stationary time series, this assumption is not true. For example, considering two time series of velocity of person A and person B where B follows A. At some time, B stops tying his shoes, then running to catch up A. The fixed-lag assumption is not true in this case. We propose a framework that allows variable-lags between cause and effect in Granger causality and transfer entropy to allow them to deal with variable-lag non-stationary time series. Please see Chainarong Amornbunchornvej, Elena Zheleva, and Tanya Berger-Wolf (2021) <doi:10.1145/3441452> when referring to this package in publications.
How to cite:
Chainarong Amornbunchornvej (2019). VLTimeCausality: Variable-Lag Time Series Causality Inference Framework. R package version 0.1.5, https://cran.r-project.org/web/packages/VLTimeCausality. Accessed 06 Mar. 2026.
Previous versions and publish date:
Other packages that cited VLTimeCausality R package
View VLTimeCausality citation profile
Other R packages that VLTimeCausality depends,
imports, suggests or enhances
Complete documentation for VLTimeCausality
Functions, R codes and Examples using
the VLTimeCausality R package
Some associated functions: GrangerFunc . MultipleSimulationVLtimeseries . SimpleSimulationVLtimeseries . TSNANNearestNeighborPropagation . VLGrangerFunc . VLTransferEntropy . checkMultipleSimulationVLtimeseries . followingRelation . multipleVLGrangerFunc . multipleVLTransferEntropy . plotTimeSeries .
Some associated R codes: MultipleTSsimulation.R . TSNANNearestNeighborPropagation.R . TSsimulation.R . VLgranger.R . VLtransferEntropy.R . followingRelation.R . granger.R . multipleVLGranger.R . multipleVLTransferEntropy.R . plotTimeSeries.R . Full VLTimeCausality package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
mlr3viz
Visualization package of the 'mlr3' ecosystem. It features plots
for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marc Becker (view profile)
EMVS
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gemma Moran (view profile)
solitude
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Komala Sheshachala Srikanth (view profile)
DatabionicSwarm
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Thrun (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
openxlsx
Simplifies the creation of Excel .xlsx files by providing a
high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jan Marvin Garbuszus (view profile)
26,264
R Packages
223,360
Dependencies
70,376
Author Associations
26,265
Publication Badges
