The published versions of our papers “Tuning-free ridge estimators for high-dimensional generalized linear models” and “Integrating additional knowledge into the estimation of graphical models” are now accessible online
here and here, respectively.
Category Archives: Published Paper
FDR control rev.
Our paper “Aggregating Knockoffs for False Discovery Rate Control with an Application to Gut Microbiome Data” has now been published. Congratulations again to Fang!
High-dimensional inference
Our paper “Inference for high-dimensional instrumental variables regression” has now been published. Congratulations again to David and Jing!
Tuning Parameters in Logistic Regression
Our paper “Tuning parameter calibration for
l1-regularized logistic regression” has now been published in the Journal of Statistical Planning and Inference.
Prediction Guarantees for the TREX
Our paper “Prediction error bounds for linear regression with the TREX” has now been published in Test.
Oracle inequalities for high-dimensional prediction
Our paper on oracle inequalities is now published in Bernoulli 2019, Vol. 25, No. 2, 1225-1255. The weblink is here.
Maximum regularized likelihood estimators
Our paper “Maximum regularized likelihood estimators: A general prediction theory and applications” has now been published here.
