Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach

14 January 2015

Papers citing "Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach"

10 / 10 papers shown

Title
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage Ying Jin Zhimei Ren 30 7 0 06 Mar 2024
Inference on Optimal Dynamic Policies via Softmax Approximation Qizhao Chen Morgane Austern Vasilis Syrgkanis OffRL 20 1 0 08 Mar 2023
Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond Nathan Kallus Xiaojie Mao Masatoshi Uehara 13 26 0 30 Dec 2019
On rank estimators in increasing dimensions Yanqin Fan Fang Han Wei Li Xiao‐Hua Zhou 18 16 0 14 Aug 2019
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models Fei-Yue Wang Ling Zhou Lu Tang P. Song 18 4 0 04 Aug 2019
Estimation and Inference on Heterogeneous Treatment Effects in High-Dimensional Dynamic Panels under Weak Dependence V. Semenova Matt Goldman Victor Chernozhukov Matt Taddy CML 13 12 0 28 Dec 2017
Fixed effects testing in high-dimensional linear mixed models Jelena Bradic G. Claeskens Thomas Gueuning 18 17 0 14 Aug 2017
Double/Debiased/Neyman Machine Learning of Treatment Effects Victor Chernozhukov Denis Chetverikov Mert Demirer E. Duflo Christian B. Hansen Whitney Newey CML FedML 14 343 0 30 Jan 2017
Testing Endogeneity with High Dimensional Covariates Zijian Guo Hyunseung Kang T. Tony Cai Dylan S. Small 14 24 0 21 Sep 2016
High-Dimensional Metrics in R Victor Chernozhukov C. Hansen Martin Spindler 13 16 0 05 Mar 2016