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Keyword: partial identification;

3 results found.

Lee bounds for random objects

Daisuke Kurisu, Yuta Okamoto and Taisuke Otsu

In applied research, Lee (2009) bounds are widely applied to bound the average treat- ment effect in the presence of selection bias. This paper extends the methodology of Lee bounds to accommodate outcomes in a general m...Read more...

22 January 2026

Econometrics Paper

Local M-estimation with discontinuous criterion for dependent and limited observations

Myung Hwan Seo and Taisuke Otsu

This paper examines asymptotic properties of local M-estimators under three sets of high-level conditions. These conditions are sufficiently general to cover the minimum volume predictive region, conditional maximum scor...Read more...

17 October 2016

Econometrics Paper

Binary Choice Models with Discrete Regressors: Identification and Misspecification

Tatiana Komarova

In semiparametric binary response models, support conditions on the regressors are required to guarantee point identification of the parameter of interest. For example,one regressor is usually assumed to have continuous ...Read more...

1 May 2012