Develops constrained moment-matching and two-stage estimators for linear regression under distribution shift that use known target marginals, derives their asymptotic MSEs relative to a hybrid benchmark, and validates via simulations showing the two-stage method approximates the benchmark in high SN
Calibrating geophysical predictions under constrained probabilistic distributions.arXiv preprint arXiv:2512.03081, 2025
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Target-Aware Linear Regression Under Distribution Shift
Develops constrained moment-matching and two-stage estimators for linear regression under distribution shift that use known target marginals, derives their asymptotic MSEs relative to a hybrid benchmark, and validates via simulations showing the two-stage method approximates the benchmark in high SN