# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "sdrt" in publications use:'
type: software
license:
- GPL-2.0-only
- GPL-3.0-only
title: 'sdrt: Estimating the Sufficient Dimension Reduction Subspaces in Time Series'
version: 1.0.0
identifiers:
- type: doi
  value: 10.32614/CRAN.package.sdrt
abstract: The sdrt() function is designed for estimating subspaces for Sufficient
  Dimension Reduction (SDR) in time series, with a specific focus on the Time Series
  Central Mean subspace (TS-CMS). The package employs the Fourier transformation method
  proposed by Samadi and De Alwis (2023) <https://doi.org/10.48550/arXiv.2312.02110>
  and the Nadaraya-Watson kernel smoother method proposed by Park et al. (2009) <https://doi.org/10.1198/jcgs.2009.08076>
  for estimating the TS-CMS. The package provides tools for estimating distances between
  subspaces and includes functions for selecting model parameters using the Fourier
  transformation method.
authors:
- family-names: P. De Alwis
  given-names: Tharindu
  email: talwis@wpi.edu
  orcid: https://orcid.org/0000-0002-3446-0502
- family-names: Samadi
  given-names: S. Yaser
  email: ysamadi@siu.edu
  orcid: https://orcid.org/0000-0002-6121-0234
preferred-citation:
  type: manual
  title: 'sdrt: Estimating the Sufficent Dimension Reduction Subspaces in Time Series'
  authors:
  - family-names: De Alwis
    given-names: Tharindu P.
  - family-names: Samadi
    given-names: S. Yaser
    email: ysamadi@siu.edu
    orcid: https://orcid.org/0000-0002-6121-0234
  year: '2024'
  url: https://CRAN.R-project.org/package=sdrt
repository: https://tharindupdealwis.r-universe.dev
commit: be255fb64b632dfa63be9dec7e9f89d3cb1030ca
date-released: '2024-03-28'
contact:
- family-names: P. De Alwis
  given-names: Tharindu
  email: talwis@wpi.edu
  orcid: https://orcid.org/0000-0002-3446-0502