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Consider an autoregressive model with measurement error: we observe Zi = Xi+εi, where Xi is a stationary solution of the equation Xi = f0(Xi−1)+ξi. The regression function f0 is known up to ...
This article is a response to an off-the-record discussion that I had at an international meeting of epidemiologists. It centered on a concern, perhaps widely spread, that measurement error adjustmen...
Measurement error data or errors-in-variable data have been collected in many studies. Natural criterion functions are often unavailable for general functional measurement error models due to the la...
In this paper, we introduce a Bayesian extended regression model with two-stage priors when the covariate is positive and measured with error. Connections are made with some results in Arellano-Vall...
Spatial cumulative distributions (SCDFs) are useful in environmental applica- tions for example, by helping assess the fraction of a region exposed to harmful pollutants. Data sets containing the re...
Asymptotic Efficiency of Method of Moments Estimators Under Null Intercept Measurement Error Regression Models。
A Bayesian Inference for the Extended Skew-Normal Measurement Error Model。
SIMEX is a general-purpose technique for measurement error correction. There is a substantial literature on the application and theory of SIMEX for purely parametric problems, as well as for purely no...

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