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Results 1-10 of 12.
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
2017Simultaneous confidence intervals for high-dimensional linear models with many endogenous variablesBelloni, Alexandre; Chernozhukov, Victor; Hansen, Christian; Newey, Whitney
2017Confidence bands for coefficients in high dimensional linear models with error-in-variablesBelloni, Alexandre; Chernozhukov, Victor; Kaul, Abhishek
2017Quantile graphical models: Prediction and conditional independence with applications to systemic riskBelloni, Alexandre; Chen, Mingli; Chernozhukov, Victor
2017An exact and robust conformal inference method for counterfactual and synthetic controlsChernozhukov, Victor; Wüthrich, Kaspar; Zhu, Yu
2017Nonseparable multinomial choice models in cross-section and panel dataChernozhukov, Victor; Fernández-Val, Iván; Newey, Whitney K.
2017Quantreg.nonpar: An R package for performing nonparametric series quantile regressionLipsitz, Michael; Belloni, Alexandre; Chernozhukov, Victor; Fernández-Val, Iván
2017Generic inference on quantile and quantile effect functions for discrete outcomesChernozhukov, Victor; Fernandez-Val, Ivan; Melly, Blaise; Wüthrich, Kaspar
2017Extremal quantile regression: An overviewChernozhukov, Victor; Fernández-Val, Iván; Kaji, Tetsuya
2017Counterfactual analysis in R$aa vignetteChen, Mingli; Chernozhukov, Victor; Fernández-Val, Iván; Melly, Blaise