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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "fastrerandomize" in publications use:'
type: software
license: GPL-3.0-only
title: 'fastrerandomize: Hardware-Accelerated Rerandomization for Improved Balance'
version: '0.2'
identifiers:
- type: doi
  value: 10.32614/CRAN.package.fastrerandomize
abstract: Provides hardware-accelerated tools for performing rerandomization and randomization
  testing in experimental research. Using a 'JAX' backend, the package enables exact
  rerandomization inference even for large experiments with hundreds of billions of
  possible randomizations. Key functionalities include generating pools of acceptable
  rerandomizations based on covariate balance, conducting exact randomization tests,
  and performing pre-analysis evaluations to determine optimal rerandomization acceptance
  thresholds. The package supports various hardware acceleration frameworks including
  'CPU', 'CUDA', and 'METAL', making it versatile across accelerated computing environments.
  This allows researchers to efficiently implement stringent rerandomization designs
  and conduct valid inference even with large sample sizes. The package is partly
  based on Jerzak and Goldstein (2023) <https://doi.org/10.48550/arXiv.2310.00861>.
authors:
- family-names: Zhu
  given-names: Fucheng Warren
  email: wzhu@college.harvard.edu
  orcid: https://orcid.org/0009-0001-5692-7572
- family-names: Kamat
  given-names: Aniket Sachin
  email: aniketkamat@berkeley.edu
  orcid: https://orcid.org/0009-0003-6411-1084
- family-names: Jerzak
  given-names: Connor
  email: connor.jerzak@gmail.com
  orcid: https://orcid.org/0000-0003-1914-8905
- family-names: Goldstein
  given-names: Rebecca
  email: rgoldstein@berkeley.edu
  orcid: https://orcid.org/0000-0002-9944-8440
preferred-citation:
  type: manual
  title: 'FastRerandomize: An R Package for Hardware-Accelerated Rerandomization for
    Improved Balance'
  authors:
  - family-names: Zhu
    given-names: Fucheng Warren
    orcid: https://orcid.org/0009-0001-5692-7572
    email: wzhu@college.harvard.edu
  - family-names: Kamat
    given-names: Aniket Sachin
    orcid: https://orcid.org/0009-0003-6411-1084
    email: aniketkamat@berkeley.edu
  - family-names: Jerzak
    given-names: Connor
    orcid: https://orcid.org/0000-0003-1914-8905
    email: connor.jerzak@gmail.com
  - family-names: Goldstein
    given-names: Rebecca
    orcid: https://orcid.org/0000-0002-9944-8440
    email: rgoldstein@berkeley.edu
  year: '2025'
  version: '0.1'
  notes: R package version 0.1
  url: https://doi.org/10.32614/CRAN.package.fastrerandomize
repository: https://cjerzak.r-universe.dev
repository-code: https://github.com/cjerzak/fastrerandomize-software
commit: 5e30f638cd72e614a8b90c78cc785b2b7557a974
url: https://github.com/cjerzak/fastrerandomize-software
contact:
- family-names: Jerzak
  given-names: Connor
  email: connor.jerzak@gmail.com
  orcid: https://orcid.org/0000-0003-1914-8905