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SIMEX and standard error estimation in semiparametric measurement error models
Berkson measurement errors measurement error misspecified models nonparametric regression radiation epidemiology semiparametric models
2009/9/16
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...
Deconvolution density estimation with heteroscedastic errors using SIMEX
Density estimation deconvolution measurementerrors SIMEX heteroscedasticity
2010/3/18
In many real applications, the distribution of measurement error
could vary with each subject or even with each observation so the errors
are heteroscedastic. In this paper, we propose a fast algori...