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Results 1-10 of 124.
Year of PublicationTitleAuthor(s)
2017Double/debiased machine learning for treatment and structural parametersChernozhukov, Victor; Chetverikov, Denis; Demirer, Mert; Duflo, Esther; Hansen, Christian B.; Newey, Whitney K.; Robins, James
2019Uniform inference in high-dimensional gaussian graphical modelsKlaassen, Sven; Kück, Jannis; Spindler, Martin; Chernozhukov, Victor
2014Uniform post selection inference for LAD regression and other Z-estimation problemsBelloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
2014Valid post-selection inference in high-dimensional approximately sparse quantile regression modelsBelloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
2017Simultaneous confidence intervals for high-dimensional linear models with many endogenous variablesBelloni, Alexandre; Chernozhukov, Victor; Hansen, Christian; Newey, Whitney
2018Double/de-biased machine learning using regularized Riesz representersChernozhukov, Victor; Newey, Whitney K.; Robins, James
2017Confidence bands for coefficients in high dimensional linear models with error-in-variablesBelloni, Alexandre; Chernozhukov, Victor; Kaul, Abhishek
2015Monge-Kantorovich depth, quantiles, ranks and signsChernozhukov, Victor; Galichon, Alfred; Hallin, Marc; Henry, Marc
2017Quantile graphical models: Prediction and conditional independence with applications to systemic riskBelloni, Alexandre; Chen, Mingli; Chernozhukov, Victor
2009Identification and estimation of marginal effects in nonlinear panel modelsChernozhukov, Victor; Fernández-Val, Iván; Hahn, Jinyong; Newey, Whitney