A segmented measurement error model for modeling and analysis of method comparison data

2020 ◽  
Vol 39 (25) ◽  
pp. 3491-3502
Author(s):  
Lak N. Kotinkaduwa ◽  
Pankaj K. Choudhary
Keyword(s):  
Measurement Error ◽  
Method Comparison ◽  
Error Model ◽  
Measurement Error Model ◽  
Modeling And Analysis ◽  
Comparison Data

scholarly journals ON THE UNIFORM CONVERGENCE OF DECONVOLUTION ESTIMATORS FROM REPEATED MEASUREMENTS

2021 ◽  
pp. 1-22
Author(s):  
Daisuke Kurisu ◽  
Taisuke Otsu
Keyword(s):  
Multivariate Analysis ◽  
Measurement Error ◽  
Uniform Convergence ◽  
Measurement Errors ◽  
Convergence Rates ◽  
Free Variable ◽  
Error Model ◽  
Repeated Measurements ◽  
Empirical Characteristic Function ◽  
Measurement Error Model

This paper studies the uniform convergence rates of Li and Vuong’s (1998, Journal of Multivariate Analysis 65, 139–165; hereafter LV) nonparametric deconvolution estimator and its regularized version by Comte and Kappus (2015, Journal of Multivariate Analysis 140, 31–46) for the classical measurement error model, where repeated noisy measurements on the error-free variable of interest are available. In contrast to LV, our assumptions allow unbounded supports for the error-free variable and measurement errors. Compared to Bonhomme and Robin (2010, Review of Economic Studies 77, 491–533) specialized to the measurement error model, our assumptions do not require existence of the moment generating functions of the square and product of repeated measurements. Furthermore, by utilizing a maximal inequality for the multivariate normalized empirical characteristic function process, we derive uniform convergence rates that are faster than the ones derived in these papers under such weaker conditions.

scholarly journals Quasi Score is more Efficient than Corrected Score in a Polynomial Measurement Error Model

Metrika ◽  
2006 ◽  
Vol 65 (3) ◽  
pp. 275-295 ◽  
Author(s):  
Sergiy Shklyar ◽  
Hans Schneeweiss ◽  
Alexander Kukush
Keyword(s):  
Measurement Error ◽  
Error Model ◽  
Measurement Error Model ◽  
Corrected Score

scholarly journals Application of a Repeat-Measure Biomarker Measurement Error Model to 2 Validation Studies: Examination of the Effect of Within-Person Variation in Biomarker Measurements

2011 ◽  
Vol 173 (6) ◽  
pp. 683-694 ◽  
Author(s):  
Sarah Rosner Preis ◽  
Donna Spiegelman ◽  
Barbara Bojuan Zhao ◽  
Alanna Moshfegh ◽  
David J. Baer ◽  
...  
Keyword(s):  
Measurement Error ◽  
Validation Studies ◽  
Error Model ◽  
Measurement Error Model ◽  
Repeat Measure

Measurement error model for misclassified binary responses

2005 ◽  
Vol 24 (2) ◽  
pp. 269-283 ◽  
Author(s):  
Surupa Roy ◽  
T. Banerjee ◽  
Tapabrata Maiti
Keyword(s):  
Measurement Error ◽  
Error Model ◽  
Measurement Error Model ◽  
Binary Responses
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