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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 "calibmsm" in publications use:'
type: software
license: MIT
title: 'calibmsm: Calibration Plots for the Transition Probabilities from Multistate
  Models'
version: 1.1.1
doi: 10.1002/sim.10094
identifiers:
- type: doi
  value: 10.32614/CRAN.package.calibmsm
abstract: Assess the calibration of an existing (i.e. previously developed) multistate
  model through calibration plots. Calibration is assessed using one of three methods.
  1) Calibration methods for binary logistic regression models applied at a fixed
  time point in conjunction with inverse probability of censoring weights. 2) Calibration
  methods for multinomial logistic regression models applied at a fixed time point
  in conjunction with inverse probability of censoring weights. 3) Pseudo-values estimated
  using the Aalen-Johansen estimator of observed risk. All methods are applied in
  conjunction with landmarking when required. These calibration plots evaluate the
  calibration (in a validation cohort of interest) of the transition probabilities
  estimated from an existing multistate model. While package development has focused
  on multistate models, calibration plots can be produced for any model which utilises
  information post baseline to update predictions (e.g. dynamic models); competing
  risks models; or standard single outcome survival models, where predictions can
  be made at any landmark time. Please see Pate et al. (2024) <https://doi.org/10.1002/sim.10094>
  and Pate et al. (2024) <https://alexpate30.github.io/calibmsm/articles/Overview.html>.
authors:
- family-names: Pate
  given-names: Alexander
  email: alexander.pate@manchester.ac.uk
  orcid: https://orcid.org/0000-0002-0849-3458
preferred-citation:
  type: article
  title: Calibration plots for multistate risk prediction models
  authors:
  - family-names: Pate
    given-names: Alexander
    email: alexander.pate@manchester.ac.uk
    orcid: https://orcid.org/0000-0002-0849-3458
  - family-names: Sperrin
    given-names: Matthew
  - family-names: Riley
    given-names: Richard D.
  - family-names: Peek
    given-names: Niels
  - family-names: Van Staa
    given-names: Tjeerd
  - family-names: Sergeant
    given-names: Jamie C.
  - family-names: Mamas
    given-names: Mamas A.
  - family-names: Lip
    given-names: Gregory Y. H.
  - family-names: O'Flaherty
    given-names: Martin
  - family-names: Barrowman
    given-names: Michael
  - family-names: Buchan
    given-names: Iain
  - family-names: Martin
    given-names: Glen P.
  journal: Statistics in Medicine
  year: '2024'
  doi: 10.1002/sim.10094
  url: https://onlinelibrary.wiley.com/doi/10.1002/sim.10094
repository: https://alexpate30.r-universe.dev
commit: d52872b2df039607533f584b8d3a9564175e9005
url: https://alexpate30.github.io/calibmsm/
contact:
- family-names: Pate
  given-names: Alexander
  email: alexander.pate@manchester.ac.uk
  orcid: https://orcid.org/0000-0002-0849-3458