cemmap working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (IFS)

Collection's Items (Sorted by Title in Descending order): 1 to 20 of 590
Year of PublicationTitleAuthor(s)
2016 Nonparametric instrumental variable estimation under monotonicityChetverikov, Denis; Wilhelm, Daniel
2016 Partial identification in applied research: Benefits and challengesHo, Kate; Rosen, Adam M.
2016 Comparison and anti-concentration bounds for maxima of Gaussian random vectorsChernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
2016 Anti-concentration and honest, adaptive confidence bandsChernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
2016 Characterizations of identified sets delivered by structural econometric modelsChesher, Andrew; Rosen, Adam M.
2016 Double machine learning for treatment and causal parametersChernozhukov, Victor; Chetverikov, Denis; Demirer, Mert; Duflo, Esther; Hansen, Christian; Newey, Whitney K.
2016 An economic theory of statistical testingTetenov, Aleksey
2016 Conditional quantile processes based on series or many regressorsBelloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Fernández-Val, Iván
2016 On cross-validated LassoChetverikov, Denis; Liao, Zhipeng
2016 Generic inference on quantile and quantile effect functions for discrete outcomesChernozhukov, Victor; Fernandez-Val, Ivan; Melly, Blaise; Wüthrich, Kaspar
2016 A quantile correlated random coefficients panel data modelGraham, Bryan S.; Hahn, Jinyong; Poirier, Alexandre; Powell, James L.
2016 MCMC confidence sets for identified setsChen, Xiaohong; Christensen, Timothy M.; O'Hara, Keith; Tamer, Elie
2016 Approximate permutation tests and induced order statistics in the regression discontinuity designCanay, Ivan A.; Kamat, Vishal
2016 Locally robust semiparametric estimationChernozhukov, Victor; Escanciano, Juan Carlos; Ichimura, Hidehiko; Newey, Whitney K.
2016 hdm: High-dimensional metricsChernozhukov, Victor; Hansen, Christian; Spindler, Martin
2016 Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplingsChernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
2016 Valid post-selection and post-regularization inference: An elementary, general approachChernozhukov, Victor; Hansen, Christian; Spindler, Martin
2016 Nonparametric estimation and inference under shape restrictionsHorowitz, Joel L.; Lee, Soakbae
2016 Central limit theorems and bootstrap in high dimensionsChernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
2016 Testing many moment inequalitiesChernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
Collection's Items (Sorted by Title in Descending order): 1 to 20 of 590
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