# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "VLTimeCausality" in publications use:'
type: software
license: GPL-3.0-only
title: 'VLTimeCausality: Variable-Lag Time Series Causality Inference Framework'
version: 0.1.5
doi: 10.1145/3441452
identifiers:
- type: doi
  value: 10.32614/CRAN.package.VLTimeCausality
abstract: 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) <https://doi.org/10.1145/3441452>
  when referring to this package in publications.
authors:
- family-names: Amornbunchornvej
  given-names: Chainarong
  email: grandca@gmail.com
  orcid: https://orcid.org/0000-0003-3131-0370
preferred-citation:
  type: article
  title: Variable-lag Granger Causality for Time Series Analysis.
  authors:
  - family-names: Amornbunchornvej
    given-names: Chainarong
    email: grandca@gmail.com
    orcid: https://orcid.org/0000-0003-3131-0370
  - family-names: Zheleva
    given-names: Elena
  - family-names: Berger-Wolf
    given-names: Tanya
  journal: ACM Transactions on Knowledge Discovery from Data
  year: '2021'
  volume: '15'
  issue: 4(67)
  publisher:
    name: ACM
  doi: 10.1145/3441452
  url: https://doi.org/10.1145/3441452
  start: 1-30
repository: https://darkeyes.r-universe.dev
repository-code: https://github.com/DarkEyes/VLTimeSeriesCausality
commit: e5e140b4376787b15e4140afc9408d47a44232bb
url: https://github.com/DarkEyes/VLTimeSeriesCausality
contact:
- family-names: Amornbunchornvej
  given-names: Chainarong
  email: grandca@gmail.com
  orcid: https://orcid.org/0000-0003-3131-0370