Impact of sufficient dimension reduction in nonparametric estimation of causal effect-Reference-Cited by-同舟云学术

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Impact of sufficient dimension reduction in nonparametric estimation of causal effect

Published:2018-01-02 Issue:1 Volume:2 Page:89-95
ISSN:2475-4269
Container-title:Statistical Theory and Related Fields
language:en
Short-container-title:Statistical Theory and Related Fields

Author:

Zhang Ying¹,Shao Jun¹²,Yu Menggang³,Wang Lei⁴

Affiliation:

1. Department of Statistics, University of Wisconsin-Madison, Madison, WI, USA

2. School of Statistics, East China Normal University, Shanghai, People's Republic of China

3. Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, USA

4. Institute of Statistics and LPMC, Nankai University, Tianjin, People's Republic of China

Funder

Patient-Centered Outcomes Research Institute (PCORI) Award

National Natural Science Foundation of China

Fundamental Research Funds

Chinese 111

U.S. National Science Foundation

Publisher

Informa UK Limited

Subject

Applied Mathematics,Computational Theory and Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability,Analysis

Link

https://www.tandfonline.com/doi/pdf/10.1080/24754269.2018.1466100

Reference23 articles.

1. Rank Score Comparison of Several Regression Parameters

2. Efficient Quantile Regression Analysis With Missing Observations

3. Dimension reduction estimation for probability density with data missing at random when covariables are present

4. Efficiency and robustness of hogg’s adaptive trimmed means

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1. Causal mediation analysis with a three‐dimensional image mediator;Statistics in Medicine;2024-05-11

2. Missing data analysis with sufficient dimension reduction;Canadian Journal of Statistics;2022-05-11

3. Outcome regression-based estimation of conditional average treatment effect;Annals of the Institute of Statistical Mathematics;2022-04-29

4. Assessing conditional causal effect via characteristic score;Statistics in Medicine;2021-06-28

5. Estimating average treatment effect on the treated via sufficient dimension reduction;Stat;2021-03-10

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