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Quantile regression with measurement errors

stat.ME · 2026-06-30 · unverdicted · novelty 7.0

A new kernel-smoothed estimator using complex-domain moment generating functions achieves root-n consistency and asymptotic normality for general linear and nonlinear quantile regression with normal measurement errors in covariates.

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  • Quantile regression with measurement errors stat.ME · 2026-06-30 · unverdicted · none · ref 26

    A new kernel-smoothed estimator using complex-domain moment generating functions achieves root-n consistency and asymptotic normality for general linear and nonlinear quantile regression with normal measurement errors in covariates.