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# CITATION.cff 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 "netOP" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'netOP: Network Data Operations and Overlapping Partitions Based Methods for
  Large Networks'
version: 0.1.2
identifiers:
- type: doi
  value: 10.32614/CRAN.package.netOP
abstract: Implements methods for generating, embedding, and clustering random networks
  and for estimating and selecting statistical network models. Provides SONNET (Subsampling
  ON NETwork), a scalable subsampling-based divide-and-conquer method for community
  detection described by Chakrabarty, Sengupta and Chen (2025) <https://doi.org/10.5705/ss.202022.0108>,
  and NETCROP (NETwork CRoss-validation using Overlapping Partitions), an overlapping-partition
  framework for network cross-validation, model selection, and regularization tuning
  described by Chakrabarty, Sengupta and Chen (2026) <https://doi.org/10.48550/arXiv.2504.06903>.
  Also includes spectral and latent-space methods, loss functions, and helper functions
  for statistical analysis of network data.
authors:
- family-names: Chakrabarty
  given-names: Sayan
  email: sayanc@umich.edu
  orcid: https://orcid.org/0000-0003-2372-2076
preferred-citation:
  type: manual
  title: Network Data Operations and Overlapping Partitions Based Methods for Large
    Networks
  authors:
  - family-names: Chakrabarty
    given-names: Sayan
    email: sayanc@umich.edu
    orcid: https://orcid.org/0000-0003-2372-2076
  year: '2026'
  notes: R package version 0.1.2
  url: https://github.com/sayan-ch/netOP
repository: https://sayan-ch.r-universe.dev
repository-code: https://github.com/sayan-ch/netOP
commit: fb5a91eac40e4f08338fbebf86af6db272cd5c89
url: https://sayan-ch.github.io
date-released: '2026-09-16'
contact:
- family-names: Chakrabarty
  given-names: Sayan
  email: sayanc@umich.edu
  orcid: https://orcid.org/0000-0003-2372-2076
references:
- type: article
  title: Network Cross-Validation and Model Selection via Subsampling
  authors:
  - family-names: Chakrabarty
    given-names: Sayan
  - family-names: Sengupta
    given-names: Srijan
  - family-names: Chen
    given-names: Yuguo
  year: '2026'
  journal: arXiv
  volume: '2504.06903'
  doi: 10.48550/arXiv.2504.06903
  notes: 'NETCROP: NETwork CRoss-Validation using Overlapping Partitions'
- type: article
  title: Subsampling Based Community Detection for Large Networks
  authors:
  - family-names: Chakrabarty
    given-names: Sayan
  - family-names: Sengupta
    given-names: Srijan
  - family-names: Chen
    given-names: Yuguo
  year: '2025'
  journal: Statistica Sinica
  volume: '35'
  doi: 10.5705/ss.202022.0108
  notes: 'SONNET: Subsampling on Network'
  start: '1627'
  end: '1648'
- type: article
  title: Network Cross-Validation by Edge Sampling
  authors:
  - family-names: Li
    given-names: Tianxi
  - family-names: Levina
    given-names: Elizaveta
  - family-names: Zhu
    given-names: Ji
  year: '2020'
  journal: Biometrika
  volume: '107'
  issue: '2'
  doi: 10.1093/biomet/asaa006
  notes: Methodological reference for edge cross-validation
  start: '257'
  end: '276'
- type: article
  title: Network Cross-Validation for Determining the Number of Communities in Network
    Data
  authors:
  - family-names: Chen
    given-names: Kehui
  - family-names: Lei
    given-names: Jing
  year: '2018'
  journal: Journal of the American Statistical Association
  volume: '113'
  issue: '521'
  doi: 10.1080/01621459.2016.1246365
  notes: Methodological reference for node-based network cross-validation
  start: '241'
  end: '251'
- type: manual
  title: 'randnet: Random Network Model Estimation, Selection and Parameter Tuning'
  authors:
  - family-names: Li
    given-names: Tianxi
  - family-names: Levina
    given-names: Elizeveta
  - family-names: Zhu
    given-names: Ji
  - family-names: Le
    given-names: Can M.
  year: '2025'
  notes: R package version 1.0; source of the ECV implementation incorporated and
    adapted in netOP
  doi: 10.32614/CRAN.package.randnet
  url: https://CRAN.R-project.org/package=randnet