Selected Publications
This paper considers identification and estimation of ceteris paribus effects of continuous regressors in nonseparable panel […]
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This paper considers inference in logistic regression models with high dimensional data. We propose new methods […]
This work studies the large sample properties of the posterior-based inference in the curved exponential family […]
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Modern construction of uniform confidence bands for non-parametric densities (and other functions) often relies on the […]
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This work proposes new inference methods for the estimation of a regression coefficient of interest in […]
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Slepian and Sudakov-Fernique type inequalities, which compare expectations of maxima of Gaussian random vectors under certain […]
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In this work we consider series estimators for the conditional mean in light of three new […]
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We develop uniformly valid confidence regions for regression coefficients in a high-dimensional sparse least absolute deviation/median […]
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We develop a new direct approach to approximating suprema of general empirical processes by a sequence […]
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We derive a Gaussian approximation result for the maximum of a sum of high dimensional random […]