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Keyword: measurement error;
10 results found.
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Hao Dong, Taisuke Otsu and Luke Taylor
We propose two novel bandwidth selection procedures for the nonparametric regression model with classical measurement error in the regressors. Each method is based on evaluating the prediction errors of the regression us...Read more...
25 January 2022
Daisuke Kurisu and Taisuke Otsu
By utilizing intermediate Gaussian approximations, this paper establishes asymptotic linear representations of nonparametric deconvolution estimators for the classical measurement error model with repeated measurements. ...Read more...
19 July 2021
V A Hajivassiliou
8 January 2020
This paper studies the uniform convergence rates of Li and Vuong's (1998) nonparametric deconvolution estimator and its regularized version by Comte and Kappus (2015) for the classical measurement error model, where repe...Read more...
22 July 2019
Hao Dong and Taisuke Otsu
In estimation of nonparametric additive models, conventional methods, such as backfitting and series approximation, cannot be applied when measurement errors are present in covariates. We propose an estimator for such ...Read more...
27 November 2018
Karun Adusumilli, Taisuke Otsu and Yoon-Jae Whang
13 November 2017
Taisuke Otsu and Luke Taylor
This paper considers specification testing for regression models with errors-in-variables and proposes a test statistic comparing the distance between the parametric and nonparametric fits based on deconvolution techniqu...Read more...
15 August 2016
Karun Adusumilli and Taisuke Otsu
This paper considers nonparametric instrumental variable regression when the endogenous variable is contaminated with classical measurement error. Existing methods are inconsistent in the presence of measurement error. W...Read more...
21 July 2015
Ramses H. Abul Naga and Frank A Cowell
The 'prediction approach' proposed by Dearden, Machin and Reed (DMR) consists in (1) regressing the observed incomes of the child and parent families on separate sets of predetermined variables, and (2) regressing the ch...Read more...
This paper analyses price fixing by the Joint Executive Committee railroad cartel from 1880 to 1886 and develops tests of two game-theoretic models of tacit collusion. The first model, due to Abreu, Pearce and Stacchetti...Read more...