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coat: Conditional Method Agreement Trees (COAT)
Agreement of continuously scaled measurements made by two techniques, devices or methods is usually evaluated by the well-established Bland-Altman analysis or plot. Conditional method agreement trees (COAT), proposed by Karapetyan, Zeileis, Henriksen, and Hapfelmeier (2025) <doi:10.1093/jrsssc/qlae077>, embed the Bland-Altman analysis in the framework of recursive partitioning to explore heterogeneous method agreement in dependence of covariates. COAT can also be used to perform a Bland-Altman test for differences in method agreement.
Getting started
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Package details |
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| Author | Alexander Hapfelmeier [aut, cre] (ORCID: <https://orcid.org/0000-0001-6765-6352>), Siranush Karapetyan [aut] (ORCID: <https://orcid.org/0000-0003-1831-9741>), Achim Zeileis [aut] (ORCID: <https://orcid.org/0000-0003-0918-3766>) |
| Maintainer | Alexander Hapfelmeier <Alexander.Hapfelmeier@mri.tum.de> |
| License | GPL-2 | GPL-3 |
| Version | 0.2.2 |
| Package repository | View on CRAN |
| Installation |
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