SIMEX estimation for single-index model with covariate measurement error-Reference-Cited by-同舟云学术

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SIMEX estimation for single-index model with covariate measurement error

Published:2018-05-03 Issue:1 Volume:103 Page:137-161
ISSN:1863-8171
Container-title:AStA Advances in Statistical Analysis
language:en
Short-container-title:AStA Adv Stat Anal

Author:

Yang Yiping,Tong Tiejun,Li Gaorong

Funder

the National Natural Science Foundation of China

the Beijing Natural Science Foundation

the Chongqing Research Program of Basic Theory and Advanced Technology

HKBU Grants

Fifth batch of excellent talent support program for Chongqing Colleges and University

the Program for University Innovation Team of Chongqing

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Economics and Econometrics,Social Sciences (miscellaneous),Modeling and Simulation,Statistics and Probability,Analysis

Link

http://link.springer.com/article/10.1007/s10182-018-0327-6/fulltext.html

Reference32 articles.

1. Apanasovich, T.V., Carroll, R.J., Maity, A.: Simex and standard error estimation in semiparametric measurement error models. Electron. J. Stat. 3, 318–348 (2009)

2. Carroll, R.J., Lombard, F., Küchenhoff, H., Stefanski, L.A.: Asymptotics for the SIMEX estimator in structural measurement error models. J. Am. Stat. Assoc. 91, 242–250 (1996)

3. Carroll, R.J., Fan, J., Gijbels, I., Wand, M.P.: Generalized partially linear single-index models. J. Am. Stat. Assoc. 92, 477–489 (1997)

4. Carroll, R.J., Maca, J., Ruppert, D.: Nonparametric regression in the presence of measurement error. Biometrika 86, 541–554 (1999)

5. Carroll, R.J., Ruppert, D., Stefanski, L.A., Crainiceanu, C.M.: Measurement Error in Nonlinear Model, 2nd edn. Chapman & Hall, London (2006)

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