Yang S - Search Results

1

Robust analyzes for longitudinal clinical trials with missing and non-normal continuous outcomes.

Liu S, Zhang Y, Golm GT, Liu GF, Yang S. Liu S, et al. Among authors: yang s. Stat Theory Relat Fields. 2024;8(1):1-14. doi: 10.1080/24754269.2023.2261351. Epub 2023 Sep 26. Stat Theory Relat Fields. 2024. PMID: 38800501 Free PMC article.

2

SMIM: A unified framework of survival sensitivity analysis using multiple imputation and martingale.

Yang S, Zhang Y, Liu GF, Guan Q. Yang S, et al. Biometrics. 2023 Mar;79(1):230-240. doi: 10.1111/biom.13555. Epub 2021 Sep 20. Biometrics. 2023. PMID: 34453313 Free PMC article.

3

Sensitivity analyses in longitudinal clinical trials via distributional imputation.

Liu S, Yang S, Zhang Y, Liu GF. Liu S, et al. Among authors: yang s. Stat Methods Med Res. 2023 Jan;32(1):181-194. doi: 10.1177/09622802221135251. Epub 2022 Nov 6. Stat Methods Med Res. 2023. PMID: 36341772 Free PMC article.

4

Multiply robust estimators in longitudinal studies with missing data under control-based imputation.

Liu S, Yang S, Zhang Y, Liu GF. Liu S, et al. Among authors: yang s. Biometrics. 2024 Jan 29;80(1):ujad036. doi: 10.1093/biomtc/ujad036. Biometrics. 2024. PMID: 38393335

5

Combining Multiple Observational Data Sources to Estimate Causal Effects.

Yang S, Ding P. Yang S, et al. J Am Stat Assoc. 2020;115(531):1540-1554. doi: 10.1080/01621459.2019.1609973. Epub 2019 Jun 11. J Am Stat Assoc. 2020. PMID: 33088006 Free PMC article.

6

Doubly robust inference when combining probability and non-probability samples with high dimensional data.

Yang S, Kim JK, Song R. Yang S, et al. J R Stat Soc Series B Stat Methodol. 2020 Apr;82(2):445-465. doi: 10.1111/rssb.12354. Epub 2020 Jan 7. J R Stat Soc Series B Stat Methodol. 2020. PMID: 33162780 Free PMC article.

7

Asymptotic theory and inference of predictive mean matching imputation using a superpopulation model framework.

Yang S, Kim JK. Yang S, et al. Scand Stat Theory Appl. 2020 Sep;47(3):839-861. doi: 10.1111/sjos.12429. Epub 2019 Nov 8. Scand Stat Theory Appl. 2020. PMID: 34305262 Free PMC article.

8

Multiply robust matching estimators of average and quantile treatment effects.

Yang S, Zhang Y. Yang S, et al. Scand Stat Theory Appl. 2023 Mar;50(1):235-265. doi: 10.1111/sjos.12585. Epub 2022 Mar 13. Scand Stat Theory Appl. 2023. PMID: 36844478 Free PMC article.

9

Doubly robust estimators for generalizing treatment effects on survival outcomes from randomized controlled trials to a target population.

Lee D, Yang S, Wang X. Lee D, et al. Among authors: yang s. J Causal Inference. 2022;10(1):415-440. doi: 10.1515/jci-2022-0004. Epub 2022 Dec 9. J Causal Inference. 2022. PMID: 37637433 Free PMC article.

10

Distributional imputation for the analysis of censored recurrent events.

Fairfax SR, Yang S. Fairfax SR, et al. Among authors: yang s. Stat Med. 2024 Jun 15;43(13):2622-2640. doi: 10.1002/sim.10087. Epub 2024 Apr 29. Stat Med. 2024. PMID: 38684331

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