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deming regression 1measurement error models 1methods comparison 1multiple instruments 1precision weighting 1

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stat.AP2026

Multiple Instrument Methods Comparison by Precision weighted Deming Regression

Douglas M Hawkins, Jessica J Kraker

The paper extends Deming regression to handle multiple instruments by incorporating precision weighting, and provides algorithms for fitting, inference, residual analysis, and outl…