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Results 1-10 of 31.
Year of PublicationTitleAuthor(s)
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
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
2013Uniform post selection inference for LAD regression modelsBelloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
2016Program evaluation and causal inference with high-dimensional dataBelloni, Alexandre; Chernozhukov, Victor; Fernández-Val, Iván; Hansen, Christian
2011Estimation of treatment effects with high-dimensional controlsBelloni, Alexandre; Chernozhukov, Victor; Hansen, Christian
2013On the asymptotic theory for least squares series: Pointwise and uniform resultsBelloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
2017Quantreg.nonpar: An R package for performing nonparametric series quantile regressionLipsitz, Michael; Belloni, Alexandre; Chernozhukov, Victor; Fernández-Val, Iván