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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 "MRMCaov" in publications use:'
type: software
license: GPL-3.0-only
title: 'MRMCaov: Multi-Reader Multi-Case Analysis of Variance'
version: 0.3.0
identifiers:
- type: doi
  value: 10.32614/CRAN.package.MRMCaov
abstract: Estimation and comparison of the performances of diagnostic tests in multi-reader
  multi-case studies where true case statuses (or ground truths) are known and one
  or more readers provide test ratings for multiple cases. Reader performance metrics
  are provided for area under and expected utility of ROC curves, likelihood ratio
  of positive or negative tests, and sensitivity and specificity. ROC curves can be
  estimated empirically or with binormal or binormal likelihood-ratio models. Statistical
  comparisons of diagnostic tests are based on the ANOVA model of Obuchowski-Rockette
  and the unified framework of Hillis (2005) <https://doi.org/10.1002/sim.2024>. The
  ANOVA can be conducted with data from a full factorial, nested, or partially paired
  study design; with random or fixed readers or cases; and covariances estimated with
  the DeLong method, jackknifing, or an unbiased method. Smith and Hillis (2020) <https://doi.org/10.1117/12.2549075>.
authors:
- family-names: Smith
  given-names: Brian J
  email: brian-j-smith@uiowa.edu
- family-names: Hillis
  given-names: Stephen L
  email: steve-hillis@uiowa.edu
preferred-citation:
  type: manual
  title: 'MCMCaov: Multi-Reader Multi-Case Analysis of Variance'
  authors:
  - family-names: Smith
    given-names: Brian J
    email: brian-j-smith@uiowa.edu
  - family-names: Hillis
    given-names: Stephen L
    email: steve-hillis@uiowa.edu
  - family-names: Pesce
    given-names: Lorenzo L
  year: '2023'
  notes: R package version 0.3.0
  url: https://cran.r-project.org/package=MRMCaov
repository: https://brian-j-smith.r-universe.dev
repository-code: https://github.com/brian-j-smith/MRMCaov
commit: d79e49bcef42ef2a17195aae84ca84ae569f8702
url: https://github.com/brian-j-smith/MRMCaov
date-released: '2023-01-09'
contact:
- family-names: Smith
  given-names: Brian J
  email: brian-j-smith@uiowa.edu
references:
- type: conference-paper
  title: Multi-reader multi-case analysis of variance software for diagnostic performance
    comparison of imaging modalities
  authors:
  - family-names: Smith
    given-names: Brian J.
  - family-names: Hillis
    given-names: Stephen L.
  collection-title: 'Proceedings of SPIE 11316, Medical Imaging 2020: Image Perception,
    Observer Performance, and Technology Assessment'
  collection-type: proceedings
  editors:
  - family-names: Samuelson
    given-names: Frank
  - family-names: Taylor-Phillips
    given-names: Sian
  year: '2020'
  doi: 10.1117/12.2549075
  url: https://pubmed.ncbi.nlm.nih.gov/32351258
  start: 113160K
  conference:
    name: 'Proceedings of SPIE 11316, Medical Imaging 2020: Image Perception, Observer
      Performance, and Technology Assessment'