Wyss R - Search Results

1

A causal roadmap for generating high-quality real-world evidence.

Dang LE, Gruber S, Lee H, Dahabreh IJ, Stuart EA, Williamson BD, Wyss R, Díaz I, Ghosh D, Kıcıman E, Alemayehu D, Hoffman KL, Vossen CY, Huml RA, Ravn H, Kvist K, Pratley R, Shih MC, Pennello G, Martin D, Waddy SP, Barr CE, Akacha M, Buse JB, van der Laan M, Petersen M. Dang LE, et al. Among authors: wyss r. J Clin Transl Sci. 2023 Sep 22;7(1):e212. doi: 10.1017/cts.2023.635. eCollection 2023. J Clin Transl Sci. 2023. PMID: 37900353 Free PMC article. Review.

2

Scalable collaborative targeted learning for high-dimensional data.

Ju C, Gruber S, Lendle SD, Chambaz A, Franklin JM, Wyss R, Schneeweiss S, van der Laan MJ. Ju C, et al. Among authors: wyss r. Stat Methods Med Res. 2019 Feb;28(2):532-554. doi: 10.1177/0962280217729845. Epub 2017 Sep 22. Stat Methods Med Res. 2019. PMID: 28936917 Free PMC article.

3

Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data.

Ju C, Wyss R, Franklin JM, Schneeweiss S, Häggström J, van der Laan MJ. Ju C, et al. Among authors: wyss r. Stat Methods Med Res. 2019 Apr;28(4):1044-1063. doi: 10.1177/0962280217744588. Epub 2017 Dec 11. Stat Methods Med Res. 2019. PMID: 29226777 Free PMC article.

4

Relative Performance of Propensity Score Matching Strategies for Subgroup Analyses.

Wang SV, Jin Y, Fireman B, Gruber S, He M, Wyss R, Shin H, Ma Y, Keeton S, Karami S, Major JM, Schneeweiss S, Gagne JJ. Wang SV, et al. Among authors: wyss r. Am J Epidemiol. 2018 Aug 1;187(8):1799-1807. doi: 10.1093/aje/kwy049. Am J Epidemiol. 2018. PMID: 29554199

5

Consequences of Depletion of Susceptibles for Hazard Ratio Estimators Based on Propensity Scores.

Fireman B, Gruber S, Zhang Z, Wellman R, Nelson JC, Franklin J, Maro J, Murray CR, Toh S, Gagne J, Schneeweiss S, Amsden L, Wyss R. Fireman B, et al. Among authors: wyss r. Epidemiology. 2020 Nov;31(6):806-814. doi: 10.1097/EDE.0000000000001246. Epidemiology. 2020. PMID: 32841986 Free PMC article.

6

Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods.

Ju C, Combs M, Lendle SD, Franklin JM, Wyss R, Schneeweiss S, van der Laan MJ. Ju C, et al. Among authors: wyss r. J Appl Stat. 2019;46(12):2216-2236. doi: 10.1080/02664763.2019.1582614. Epub 2019 Feb 22. J Appl Stat. 2019. PMID: 32843815 Free PMC article.

7

An application of the Causal Roadmap in two safety monitoring case studies: Causal inference and outcome prediction using electronic health record data.

Williamson BD, Wyss R, Stuart EA, Dang LE, Mertens AN, Neugebauer RS, Wilson A, Gruber S. Williamson BD, et al. Among authors: wyss r. J Clin Transl Sci. 2023 Sep 21;7(1):e208. doi: 10.1017/cts.2023.632. eCollection 2023. J Clin Transl Sci. 2023. PMID: 37900347 Free PMC article.

8

Targeted learning with an undersmoothed LASSO propensity score model for large-scale covariate adjustment in health-care database studies.

Wyss R, van der Laan M, Gruber S, Shi X, Lee H, Dutcher SK, Nelson JC, Toh S, Russo M, Wang SV, Desai RJ, Lin KJ. Wyss R, et al. Am J Epidemiol. 2024 Nov 4;193(11):1632-1640. doi: 10.1093/aje/kwae023. Am J Epidemiol. 2024. PMID: 38517025

9

Glucagon-like Peptide 1 Receptor Agonists and Asthma Exacerbations: Which Patients Benefit Most?

Wang T, Keil AP, Buse JB, Keet C, Kim S, Wyss R, Pate V, Jonsson-Funk M, Pratley RE, Kvist K, Kosorok MR, Stürmer T. Wang T, et al. Among authors: wyss r. Ann Am Thorac Soc. 2024 Nov;21(11):1496-1506. doi: 10.1513/AnnalsATS.202309-836OC. Ann Am Thorac Soc. 2024. PMID: 39012183

10

High-dimensional Iterative Causal Forest (hdiCF) for Subgroup Identification Using Health Care Claims Data.

Wang T, Pate V, Wyss R, Buse JB, Kosorok MR, Stürmer T. Wang T, et al. Among authors: wyss r. Am J Epidemiol. 2024 Sep 5:kwae322. doi: 10.1093/aje/kwae322. Online ahead of print. Am J Epidemiol. 2024. PMID: 39245674

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