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Variable selection in measurement error models
errors in variables estimating equations measurement error models non-concavepenalty function SCAD semi-parametric methods
2010/3/10
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...
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...