| Project Title: | SPATIAL CAUSAL INFERENCE FOR WILDLAND FIRE SMOKE EFFECTS ON AIR POLLUTION AND HEALTH |
|---|---|
| PI: | Yang, Shu |
| Institution: | North Carolina State University Raleigh |
| Grant Number: | R01ES031651 |
These search results have not been confirmed by NIEHS and are therefore, not official. They are to be used only for general information and to inform the public and grantees on the breadth of research funded by NIEHS.
Viewing 23 publications
Export to Excel
(http://www.niehs.nih.gov//portfolio/index.cfm?do=portfolio.grantpubdetail&&grant_number=R01ES031651&format=excel)
| Publication Title | Authors | Grant Number(s) | Journal (Pub date) | PubMed Link | Pub Year |
|---|---|---|---|---|---|
| Multiply robust estimators in longitudinal studies with missing data under control-based imputation. | Liu, Siyi; Yang, Shu; Zhang, Yilong; Liu, Guanghan Frank | R01ES031651 | Biometrics (2024 Jan 29) |
38393335
|
2024 |
| Elastic integrative analysis of randomised trial and real-world data for treatment heterogeneity est ... | Yang, Shu; Gao, Chenyin; Zeng, Donglin; Wang, Xiaofei | R01ES031651 | J R Stat Soc Series B Stat Methodol (2023 Jul) |
37521165
|
2023 |
| Generalized propensity score approach to causal inference with spatial interference. | Giffin, A; Reich, B J; Yang, S; Rappold, A G | R01ES031651 | Biometrics (2023 Sep) |
35996756
|
2023 |
| Improving trial generalizability using observational studies. | Lee, Dasom; Yang, Shu; Dong, Lin; Wang, Xiaofei; Zeng, Donglin; Cai, Jianwen | R01ES031651 | Biometrics (2023 Jun) |
34862966
|
2023 |
| Matrix completion under complex survey sampling. | Mao, Xiaojun; Wang, Zhonglei; Yang, Shu | R01ES031651 | Ann Inst Stat Math (2023 Jun) |
37645434
|
2023 |
| Multiply robust matching estimators of average and quantile treatment effects. | Yang, Shu; Zhang, Yunshu | R01ES031651 | Scand Stat Theory Appl (2023 Mar) |
36844478
|
2023 |
| Sensitivity analyses in longitudinal clinical trials via distributional imputation. | Liu, Siyi; Yang, Shu; Zhang, Yilong; Liu, Guanghan Frank | R01ES031651 | Stat Methods Med Res (2023 Jan) |
36341772
|
2023 |
| SMIM: A unified framework of survival sensitivity analysis using multiple imputation and martingale. | Yang, Shu; Zhang, Yilong; Liu, Guanghan Frank; Guan, Qian | R01ES031651 | Biometrics (2023 Mar) |
34453313
|
2023 |
| Spectral adjustment for spatial confounding. | Guan, Yawen; Page, Garritt L; Reich, Brian J; Ventrucci, Massimo; Yang, Shu | R01ES031651 | Biometrika (2023 Sep) |
38500847
|
2023 |
| Transfer learning of individualized treatment rules from experimental to real-world data. | Wu, Lili; Yang, Shu | R01ES031651 | J Comput Graph Stat (2023) |
37997592
|
2023 |
| A SPATIAL CAUSAL ANALYSIS OF WILDLAND FIRE-CONTRIBUTED PM2.5 USING NUMERICAL MODEL OUTPUT. | Larsen, Alexandra; Yang, Shu; Reich, Brian J; Rappold, Ana G | R01ES031651 | Ann Appl Stat (2022 Dec) |
37181861
|
2022 |
| A spatiotemporal recommendation engine for malaria control. | Guan, Qian; Reich, Brian J; Laber, Eric B | R01ES031651 | Biostatistics (2022 07 18) |
33838029
|
2022 |
| Discussion on "Spatial+: A novel approach to spatial confounding" by Dupont, Wood, and Augustin. | Reich, Brian J; Yang, Shu; Guan, Yawen | R01ES031651 | Biometrics (2022 Dec) |
35352823
|
2022 |
| Doubly robust estimators for generalizing treatment effects on survival outcomes from randomized con ... | Lee, Dasom; Yang, Shu; Wang, Xiaofei | R01ES031651 | J Causal Inference (2022) |
37637433
|
2022 |
| Estimating intervention effects on infectious disease control: The effect of community mobility redu ... | Giffin, Andrew; Gong, Wenlong; Majumder, Suman; Rappold, Ana G; Reich, Brian J; Yang, Shu | R01ES031651 | Spat Stat (2022 Dec) |
36284923
|
2022 |
| Identifiability of causal effects with multiple causes and a binary outcome. | Kong, Dehan; Yang, Shu; Wang, Linbo | R01ES031651 | Biometrika (2022 Mar) |
35264813
|
2022 |
| Nearest neighbor ratio imputation with incomplete multinomial outcome in survey sampling. | Gao, Chenyin; Thompson, Katherine Jenny; Kim, Jae Kwang; Yang, Shu | R01ES031651 | J R Stat Soc Ser A Stat Soc (2022 Oct) |
36778894
|
2022 |
| Practical recommendations on double score matching for estimating causal effects. | Zhang, Yunshu; Yang, Shu; Ye, Wenyu; Faries, Douglas E; Lipkovich, Ilya; Kadziola, Zbigniew | R01ES031651 | Stat Med (2022 Apr 15) |
34957585
|
2022 |
| Robust inference of conditional average treatment effects using dimension reduction. | Huang, Ming-Yueh; Yang, Shu | R01ES031651 | Stat Sin (2022) |
36415324
|
2022 |
| Semiparametric estimation of structural nested mean models with irregularly spaced longitudinal obse ... | Yang, Shu | R01ES031651 | Biometrics (2022 Sep) |
33870495
|
2022 |
| Utilizing stratified generalized propensity score matching to approximate blocked randomized designs ... | Corder, Nathan; Yang, Shu | R01ES031651 | J Biopharm Stat (2022 May 04) |
35722726
|
2022 |
| A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications. | Reich, Brian J; Yang, Shu; Guan, Yawen; Giffin, Andrew B; Miller, Matthew J; Rappold, Ana | R01ES031651 | Int Stat Rev (2021 Dec) |
37197445
|
2021 |
| INTEGRATIVE STATISTICAL METHODS FOR EXPOSURE MIXTURES AND HEALTH. | Reich, Brian J; Guan, Yawen; Fourches, Denis; Warren, Joshua L; Sarnat, Stefanie E; Chang, How ... | P30ES025128, R01ES031651, R24ES028526, R24ES028526 | Ann Appl Stat (2020 Dec) |
35284031
|
2020 |