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A unified study of nonparametric inference for monotone functions
v1v2v3 (latest)

A unified study of nonparametric inference for monotone functions

5 June 2018
Ted Westling
M. Carone
ArXiv (abs)PDFHTML

Papers citing "A unified study of nonparametric inference for monotone functions"

10 / 10 papers shown
Non-parametric efficient estimation of marginal structural models with
  multi-valued time-varying treatments
Non-parametric efficient estimation of marginal structural models with multi-valued time-varying treatments
Axel Martin
Michele Santacatterina
Iván Díaz
326
1
0
27 Sep 2024
Scalable Counterfactual Distribution Estimation in Multivariate Causal
  Models
Scalable Counterfactual Distribution Estimation in Multivariate Causal ModelsCLEaR (CLEaR), 2023
Thong Pham
Shohei Shimizu
H. Hino
Tam Le
237
6
0
02 Nov 2023
Grenander-type Density Estimation under Myerson Regularity
Grenander-type Density Estimation under Myerson Regularity
Haitian Xie
200
0
0
15 May 2023
An Efficient Doubly-Robust Test for the Kernel Treatment Effect
An Efficient Doubly-Robust Test for the Kernel Treatment EffectNeural Information Processing Systems (NeurIPS), 2023
Diego Martinez-Taboada
Aaditya Ramdas
Edward H. Kennedy
OOD
367
16
0
26 Apr 2023
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators
Bootstrap-Assisted Inference for Generalized Grenander-type EstimatorsAnnals of Statistics (Ann. Stat.), 2023
M. D. Cattaneo
Michael Jansson
Kenichi Nagasawa
389
3
0
23 Mar 2023
Causal isotonic calibration for heterogeneous treatment effects
Causal isotonic calibration for heterogeneous treatment effectsInternational Conference on Machine Learning (ICML), 2023
L. Laan
Ernesto Ulloa-Pérez
M. Carone
Alexander Luedtke
352
18
0
27 Feb 2023
Semiparametric counterfactual density estimation
Semiparametric counterfactual density estimationBiometrika (Biometrika), 2021
Edward H. Kennedy
Sivaraman Balakrishnan
Larry A. Wasserman
306
72
0
24 Feb 2021
Monotonicity preservation properties of kernel regression estimators
Monotonicity preservation properties of kernel regression estimators
I. Pinelis
182
3
0
03 Jul 2020
Nonparametric maximum likelihood estimation under a likelihood ratio
  order
Nonparametric maximum likelihood estimation under a likelihood ratio order
Ted Westling
K. Downes
Dylan S. Small
144
11
0
28 Apr 2019
Causal effects based on distributional distances
Causal effects based on distributional distances
Kwangho Kim
Jisu Kim
Edward H. Kennedy
CML
410
23
0
08 Jun 2018
1
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