Nonparametric instrumental variable estimation under monotonicity

19 July 2015

Papers citing "Nonparametric instrumental variable estimation under monotonicity"

10 / 10 papers shown

Title
Partly Linear Instrumental Variables Regressions without Smoothing on the Instruments J. Florens Elia Lapenta 33 1 0 21 Dec 2022
Instrumental Variables in Causal Inference and Machine Learning: A Survey Anpeng Wu Kun Kuang Ruoxuan Xiong Leilei Gan SyDa CML 77 7 0 12 Dec 2022
Long Story Short: Omitted Variable Bias in Causal Machine Learning Victor Chernozhukov Carlos Cinelli Whitney Newey Amit Sharma Vasilis Syrgkanis CML 66 37 0 26 Dec 2021
$β$ -Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap Pengzhou (Abel) Wu Kenji Fukumizu CML 77 15 0 11 Oct 2021
Monotonicity preservation properties of kernel regression estimators I. Pinelis 41 3 0 03 Jul 2020
Adaptive, Rate-Optimal Hypothesis Testing in Nonparametric IV Models C. Breunig Xiaohong Chen 30 4 0 17 Jun 2020
Minimax Estimation of Conditional Moment Models Nishanth Dikkala Greg Lewis Lester W. Mackey Vasilis Syrgkanis 207 103 0 12 Jun 2020
On ill-posedness of nonparametric instrumental variable regression with convexity constraints O. Scaillet 49 3 0 15 Dec 2016
On cross-validated Lasso in high dimensions Denis Chetverikov Z. Liao Victor Chernozhukov 95 81 0 07 May 2016
Constrained Conditional Moment Restriction Models Victor Chernozhukov Whitney Newey Andrés Santos 88 27 0 21 Sep 2015