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Statistical Models for Assessing Agreement in Method Comparison Studies with Replicate Measurements

Author

Listed:
  • Carstensen Bendix

    (Steno Diabetes Center)

  • Simpson Julie

    (University of Melbourne)

  • Gurrin Lyle C

    (University of Melbourne)

Abstract

Method comparison studies are usually analyzed by computing limits of agreement. It is recommended that replicate measurements be taken by each method, but the resulting data are more cumbersome to analyze. We discuss the statistical model underlying the classical limits of agreement and extend it to the case with replicate measurements. As the required code to fit the models is non-trivial, we provide example computer code to fit the models, and show how to use the output to derive measures of repeatability and limits of agreement.

Suggested Citation

  • Carstensen Bendix & Simpson Julie & Gurrin Lyle C, 2008. "Statistical Models for Assessing Agreement in Method Comparison Studies with Replicate Measurements," The International Journal of Biostatistics, De Gruyter, vol. 4(1), pages 1-28, July.
    • Handle: RePEc:bpj:ijbist:v:4:y:2008:i:1:n:16
    DOI: 10.2202/1557-4679.1107
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    References listed on IDEAS

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    1. Yulia Marchenko, 2006. "Estimating variance components in Stata," Stata Journal, StataCorp LP, vol. 6(1), pages 1-21, March.
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    Cited by:

    1. Richard A Parker & Christopher J Weir & Noah Rubio & Roberto Rabinovich & Hilary Pinnock & Janet Hanley & Lucy McCloughan & Ellen M Drost & Leandro C Mantoani & William MacNee & Brian McKinstry, 2016. "Application of Mixed Effects Limits of Agreement in the Presence of Multiple Sources of Variability: Exemplar from the Comparison of Several Devices to Measure Respiratory Rate in COPD Patients," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-15, December.
    2. Liao Jason J. Z. & Capen Robert, 2011. "An Improved Bland-Altman Method for Concordance Assessment," The International Journal of Biostatistics, De Gruyter, vol. 7(1), pages 1-17, January.
    3. Kerryn A Moore & Julie A Simpson & Kyla H Thomas & Marcus J Rijken & Lisa J White & Saw Lu Moo Dwell & Moo Kho Paw & Jacher Wiladphaingern & Sasithon Pukrittayakamee & François Nosten & Freya J I Fowk, 2015. "Estimating Gestational Age in Late Presenters to Antenatal Care in a Resource-Limited Setting on the Thai-Myanmar Border," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-17, June.

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