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1“...This paper provides computationally intensive, yet feasible methods for inference in a very general class of partially identified econometric models. Let P...”
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2“...This paper develops a theory of randomization tests under an approximate symmetry assumption. Randomization tests provide a general means of constructing tests...”
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3“...This paper considers the problem of testing a finite number of moment inequalities. We propose a two-step approach. In the first step, a confidence region for...”
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4“...This paper examines three distinct hypothesis testing problems that arise in the context of identification of some nonparametric models with endogeneity. The...”
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5by Lee, Soohyung Shaikh, Azeem M Published in Journal of applied econometrics (Chichester, England) (2014)“...The effect of a program or treatment may vary according to observed characteristics. In such a setting, it may not only be of interest to determine whether the...”
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6“...This paper provides conditions under which subsampling and the bootstrap can be used to construct estimators of the quantiles of the distribution of a root...”
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7“...We show by example that empirical likelihood and other commonly used tests for moment restrictions are unable to control the (exponential) rate at which the...”
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8“...Consider the multiple testing problem of testing null hypotheses . A classical approach to dealing with the multiplicity problem is to restrict attention to...”
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10“...It is common in econometric applications that several hypothesis tests are carried out simultaneously. The problem then becomes how to decide which hypotheses...”
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11by List, John A Shaikh, Azeem M Xu, Yang Published in Experimental economics : a journal of the Economic Science Association (01.12.2019)“...The analysis of data from experiments in economics routinely involves testing multiple null hypotheses simultaneously. These different null hypotheses arise...”
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12by Machado, Cecilia Shaikh, Azeem M Vytlacil, Edward J Published in Journal of econometrics (01.10.2019)“...This paper considers identification and inference about the sign of the average effect of a binary endogenous regressor (or treatment) on a binary outcome of...”
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13by Chetverikov, Denis Santos, Andres Shaikh, Azeem M Published in Annual review of economics (02.08.2018)“...We review recent developments in the econometrics of shape restrictions and their role in applied work. Our objectives are threefold. First, we aim to...”
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14“...This paper studies the special case of the triangular system of equations in Vytlacil and Yildiz (2007), where both dependent variables are binary but without...”
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15by Bhattacharya, Jay Shaikh, Azeem M Vytlacil, Edward Published in Journal of econometrics (01.06.2012)“...We reanalyze data from the observational study by Connors et al. (1996) on the impact of Swan–Ganz catheterization on mortality outcomes. The study by Connors...”
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16by Romano, Joseph P Shaikh, Azeem M Wolf, Michael Published in Annual review of economics (04.09.2010)“...This article reviews important concepts and methods that are useful for hypothesis testing. First, we discuss the Neyman-Pearson framework. Various approaches...”
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17“...This paper considers the problem of testing s null hypotheses simultaneously while controlling the false discovery rate (FDR). Benjamini and Hochberg...”
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18by Bugni, Federico A Canay, Ivan A Shaikh, Azeem M Published in Journal of the American Statistical Association (02.10.2018)“...This article studies inference for the average treatment effect in randomized controlled trials with covariate-adaptive randomization. Here, by...”
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19by Shaikh, Azeem M Simonsen, Marianne Vytlacil, Edward J Yildiz, Nese Published in Journal of econometrics (2009)“...Propensity score matching has become a popular method for the estimation of average treatment effects. In empirical applications, researchers almost always...”
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