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Author: Karun Adusumilli
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Karun Adusumilli, Taisuke Otsu and Chen Qiu
This paper is concerned with inference on finite dimensional parameters in semiparametric moment condition models, where the moment functionals are linear with respect to unknown nuisance functions. By exploiting this li...Read more...
1 December 2020
Karun Adusumilli and Taisuke Otsu
Missing or incomplete outcome data is a ubiquitous problem in biomedical and social sciences. Under the missing at random setup, inverse probability weighting is widely applied to estimate and make inference on the popul...Read more...
30 October 2018
Karun Adusumilli, Taisuke Otsu and Yoon-Jae Whang
13 November 2017
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
We extend the method of empirical likelihood to cover hypotheses involving the Aumann expectation of random sets. By exploiting the properties of random sets, we convert the testing problem into one involving a continuum...Read more...
25 June 2014