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For a class of parametric modal regression models with measurement error, asimulation extrapolation estimation procedure is proposed in this paper forestimating the modal regression coefficients. Large sample properties of theproposed estimation procedure, including the consistency and asymptoticnormality, are thoroughly investigated. Simulation studies are conducted toevaluate its robustness to potential outliers and the effectiveness in reducingthe bias caused by the measurement error.

SIMEX Estimation in Parametric Modal Regression with Measurement Error