Abstract. A simulation–extrapolation procedure has been developed for estimating the regression coefficients in a class of parametric modal regression models ...
Sep 26, 2019 · Large sample properties of the proposed estimation procedure, including the consistency and asymptotic normality, are thoroughly investigated.
For a class of parametric modal regression models with measurement error, a simulation extrapolation estimation procedure is proposed in this paper for ...
Sep 10, 2024 · A simulation-extrapolation procedure has been developed for estimating the regression coefficients in a class of parametric modal regression ...
SIMEX has the property that it fits misspecified models, namely ones that ignore the measurement error. Our work thus also more generally describes the behavior ...
Missing: modal | Show results with:modal
We describe a simulation-based method of inference for parametric measurement error models in which the measurement error variance is known or at least well ...
SIMEX is a general-purpose technique for measurement error correction. There is a substantial literature on the application and theory of SIMEX for purely ...
Missing: modal | Show results with:modal
We describe a simulation-based method of inference for parametric measurement error models in which the measurement error variance is known or at least well ...
Missing: modal | Show results with:modal
Oct 3, 2019 · Parametric EV Modal Regression Using SIMEX. To be specific, the parametric modal regression model with measurement error to be discussed in ...
We consider statistical inference for a partially linear multiplicative regression model when covariates in the linear part are measured with error.