Data Fusion for Errors-in-Variables

arXiv:2610.07048 · stat.ML, cs.LG, math.ST, stat.ME, stat.TH · Submitted 2026-10-05 · Read on arXiv

stat.ML, cs.LG, math.ST, stat.ME, stat.TH

Submitted: 2026-10-05

Updated: 2026-10-05

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Data Fusion — 1× in this paper · explained in 3 episodes

Sources

• Total robustness in Bayesian Nonlinear Regression
• Transfer Learning with General Estimating Equations
• Simulation-free extrapolation for misspecified models induced by categorizing an error-prone continuous covariate

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