Tong G - Search Results

1

A BAYESIAN MACHINE LEARNING APPROACH FOR ESTIMATING HETEROGENEOUS SURVIVOR CAUSAL EFFECTS: APPLICATIONS TO A CRITICAL CARE TRIAL.

Chen X, Harhay MO, Tong G, Li F. Chen X, et al. Among authors: tong g. Ann Appl Stat. 2024 Mar;18(1):350-374. doi: 10.1214/23-aoas1792. Epub 2024 Jan 31. Ann Appl Stat. 2024. PMID: 38455841 Free PMC article.

2

Sample size and power considerations for cluster randomized trials with count outcomes subject to right truncation.

Li F, Tong G. Li F, et al. Among authors: tong g. Biom J. 2021 Jun;63(5):1052-1071. doi: 10.1002/bimj.202000230. Epub 2021 Mar 10. Biom J. 2021. PMID: 33751620 Free PMC article.

3

Sample size estimation for modified Poisson analysis of cluster randomized trials with a binary outcome.

Li F, Tong G. Li F, et al. Among authors: tong g. Stat Methods Med Res. 2021 May;30(5):1288-1305. doi: 10.1177/0962280221990415. Epub 2021 Apr 7. Stat Methods Med Res. 2021. PMID: 33826454 Free PMC article.

4

Impact of complex, partially nested clustering in a three-arm individually randomized group treatment trial: A case study with the wHOPE trial.

Tong G, Seal KH, Becker WC, Li F, Dziura JD, Peduzzi PN, Esserman DA. Tong G, et al. Clin Trials. 2022 Feb;19(1):3-13. doi: 10.1177/17407745211051288. Epub 2021 Oct 24. Clin Trials. 2022. PMID: 34693748 Free PMC article. Clinical Trial.

5

Accounting for unequal cluster sizes in designing cluster randomized trials to detect treatment effect heterogeneity.

Tong G, Esserman D, Li F. Tong G, et al. Stat Med. 2022 Apr 15;41(8):1376-1396. doi: 10.1002/sim.9283. Epub 2021 Dec 19. Stat Med. 2022. PMID: 34923655 Free PMC article.

6

Sample size calculation in hierarchical

2 \times 2

factorial trials with unequal cluster sizes.

Tian Z, Esserman D, Tong G, Blaha O, Dziura J, Peduzzi P, Li F. Tian Z, et al. Among authors: tong g. Stat Med. 2022 Feb 20;41(4):645-664. doi: 10.1002/sim.9284. Epub 2022 Jan 2. Stat Med. 2022. PMID: 34978097 Free PMC article.

7

A note on the estimation and inference with quadratic inference functions for correlated outcomes.

Yu H, Tong G, Li F. Yu H, et al. Among authors: tong g. Commun Stat Simul Comput. 2022;51(11):6525-6536. doi: 10.1080/03610918.2020.1805463. Epub 2020 Aug 11. Commun Stat Simul Comput. 2022. PMID: 36568127 Free PMC article.

8

A Bayesian Approach for Estimating the Survivor Average Causal Effect When Outcomes Are Truncated by Death in Cluster-Randomized Trials.

Tong G, Li F, Chen X, Hirani SP, Newman SP, Wang W, Harhay MO. Tong G, et al. Am J Epidemiol. 2023 Jun 2;192(6):1006-1015. doi: 10.1093/aje/kwad038. Am J Epidemiol. 2023. PMID: 36799630 Free PMC article.

9

A scoping review described diversity in methods of randomization and reporting of baseline balance in stepped-wedge cluster randomized trials.

Nevins P, Davis-Plourde K, Pereira Macedo JA, Ouyang Y, Ryan M, Tong G, Wang X, Meng C, Ortiz-Reyes L, Li F, Caille A, Taljaard M. Nevins P, et al. Among authors: tong g. J Clin Epidemiol. 2023 May;157:134-145. doi: 10.1016/j.jclinepi.2023.03.010. Epub 2023 Mar 15. J Clin Epidemiol. 2023. PMID: 36931478 Free PMC article. Review.

10

Accounting for expected attrition in the planning of cluster randomized trials for assessing treatment effect heterogeneity.

Tong J, Li F, Harhay MO, Tong G. Tong J, et al. Among authors: tong g. BMC Med Res Methodol. 2023 Apr 6;23(1):85. doi: 10.1186/s12874-023-01887-8. BMC Med Res Methodol. 2023. PMID: 37024809 Free PMC article.

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