Partial Identification in Econometrics

By Charles F. Manski. 2010

202 citations recorded by the source corpus.

Subfields: Economics and Econometrics, Management Science and Operations Research, Statistics and Probability

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Citations in the corpus

The State of Applied Econometrics - Causality and Policy Evaluation (2016, neutral): “Tibshirani [1996] in the original LASSO paper discusses scenarios where LASSO performs better (many of the βk equal or very close to zero, and a few that are large), and some where ridge regression performs better (all βk small, but not equal to zero).”
Partial Identification of Local Average Treatment Effects With an Invalid Instrument (2013, unknown): “These issues have generated a growing literature on inference methods for partially identified models of this type (see Tamer 2010, and references therein).”
Unobservable Selection and Coefficient Stability: Theory and Evidence (2019, background): “I consider this with language similar to partial identification (Manski 2003; Tamer 2010).”
A Test of Non-Identifying Restrictions and Confidence Regions for Partially Identified Parameters (2009, unknown): “The related problem of constructing confidence regions for partially identified structural parameters is the focus of considerable recent research, following the recognition (advocated in Manski (2005)) that ad-hoc identification conditions can considerably weaken inference drawn on their basis.”
Copulas in Econometrics (2014, background): “…contexts; Hoderlein & Stoye (2014), who use it to bound violations of the revealed-preference axioms in a repeated cross-sectional context; and Tamer (2010), who employs it in the partial identification of the joint distribution of potential outcomes of a binary treatment in which one of the…”
Using Secondary Outcomes to Sharpen Inference in Randomized Experiments With Noncompliance (2013, methodology): “In empirical settings, one needs to account for statistical uncertainty arising from finite sample sizes, using either a Bayesian or a frequentist perspective (for a review see Tamer 2010).”
Econometric Methods for Program Evaluation (2018, methodology): “…(VanderWeele, 2015; Lok, 2016), dynamic treatment effects and duration models (Abbring and Van den Berg, 2003; Abbring and Heckman, 2007), bounds and partial identification methods (Manski, 2008; Tamer, 2010), and optimal design of policies (Hirano and Porter, 2009; Kitagawa and Tetenov, 2017).”
Bayesian inference in a class of partially identified models (2016, background): “See for example Manski (2007) or Tamer (2010) for further motivation for the identiﬁed set as the object of interest.”
Sensitivity Analysis in Semiparametric Likelihood Models (2011, methodology): “We can directly apply Wong and Shen (1995) or Birgé and Massart (1998) to obtain convergence rate of H(p̂, p0) under mild conditions.”
Specification tests for partially identified models defined by moment inequalities (2013, background): “3See Manski (2003) and Tamer (2003) for a discussion on the role of different assumptions and partial identification.”