Browsing All of EconStor by Author Belloni, Alexandre

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Year of PublicationTitleAuthor(s)
2007 On the computational complexity of MCMC-based estimators in large samplesBelloni, Alexandre; Chernozhukov, Victor
2009 L1-Penalised quantile regression in high-dimensional sparse modelsBelloni, Alexandre; Chernozhukov, Victor
2010 Post-l1-penalized estimators in high-dimensional linear regression modelsBelloni, Alexandre; Chernozhukov, Victor
2011 Inference for high-dimensional sparse econometric modelsBelloni, Alexandre; Chernozhukov, Victor; Hansen, Christian
2011 Conditional quantile processes based on series or many regressorsBelloni, Alexandre; Chernozhukov, Victor; Fernandez-Val, Ivan
2011 Estimation of treatment effects with high-dimensional controlsBelloni, Alexandre; Chernozhukov, Victor; Hansen, Christian
2013 High dimensional and inference methods on structural an treatment effectsBelloni, Alexandre; Chernozhukov, Victor; Hansen, Christian
2013 Uniform post selection inference for LAD regression and other z-estimation problemsBelloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
2013 Pivotal estimation via square-root lasso in nonparametric regressionBelloni, Alexandre; Chernozhukov, Victor; Wang, Lie
2013 On the asymptotic theory for least squares series: Pointwise and uniform resultsBelloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
2013 Uniform post selection inference for LAD regression modelsBelloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
2013 Posterior inference in curved exponential families under increasing dimensionsBelloni, Alexandre; Chernozhukov, Victor
2013 Program evaluation with high-dimensional dataBelloni, Alexandre; Chernozhukov, Victor; Fernández Val, Iván; Hansen, Christian
2013 Posterior inference in curved exponential families under increasing dimensionsBelloni, Alexandre; Chernozhukov, Victor
2013 Inference on treatment effects after selection amongst high-dimensional controlsBelloni, Alexandre; Chernozhukov, Victor; Hansen, Christian
2013 Honest confidence regions for a regression parameter in logistic regression with a large number of controlsBelloni, Alexandre; Chernozhukov, Victor; Wei, Ying
2013 Robust inference in high-dimensional approximately sparse quantile regression modelsBelloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
2013 Program evaluation with high-dimensional dataBelloni, Alexandre; Chernozhukov, Victor; Fernández-Val, Iván; Hansen, Christian
2014 Valid post-selection inference in high-dimensional approximately sparse quantile regression modelsBelloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
2014 Uniform post selection inference for LAD regression and other Z-estimation problemsBelloni, Alexandre; Chernozhukov, Victor; Kato, Kengo