Kong M - Search Results

1

Inference for marginal linear models for clustered longitudinal data with potentially informative cluster sizes.

Wang M, Kong M, Datta S. Wang M, et al. Among authors: kong m. Stat Methods Med Res. 2011 Aug;20(4):347-67. doi: 10.1177/0962280209347043. Epub 2010 Mar 11. Stat Methods Med Res. 2011. PMID: 20223781

2

GEE type inference for clustered zero-inflated negative binomial regression with application to dental caries.

Kong M, Xu S, Levy SM, Datta S. Kong M, et al. Comput Stat Data Anal. 2015 May 1;85:54-66. doi: 10.1016/j.csda.2014.11.014. Comput Stat Data Anal. 2015. PMID: 25620827 Free PMC article.

3

Variable selection models based on multiple imputation with an application for predicting median effective dose and maximum effect.

Wan Y, Datta S, Conklin DJ, Kong M. Wan Y, et al. Among authors: kong m. J Stat Comput Simul. 2015;85(9):1902-1916. doi: 10.1080/00949655.2014.907801. J Stat Comput Simul. 2015. PMID: 26412909 Free PMC article.

4

Propensity scores based methods for estimating average treatment effect and average treatment effect among treated: A comparative study.

Abdia Y, Kulasekera KB, Datta S, Boakye M, Kong M. Abdia Y, et al. Among authors: kong m. Biom J. 2017 Sep;59(5):967-985. doi: 10.1002/bimj.201600094. Epub 2017 Apr 24. Biom J. 2017. PMID: 28436047

5

Multisample adjusted U-statistics that account for confounding covariates.

Satten GA, Kong M, Datta S. Satten GA, et al. Among authors: kong m. Stat Med. 2018 Oct 15;37(23):3357-3372. doi: 10.1002/sim.7825. Epub 2018 Jun 19. Stat Med. 2018. PMID: 29923344 Free PMC article.

6

Estimation of average treatment effects among multiple treatment groups by using an ensemble approach.

Yan X, Abdia Y, Datta S, Kulasekera KB, Ugiliweneza B, Boakye M, Kong M. Yan X, et al. Among authors: kong m. Stat Med. 2019 Jul 10;38(15):2828-2846. doi: 10.1002/sim.8146. Epub 2019 Apr 2. Stat Med. 2019. PMID: 30941812

7

Propensity score specification for optimal estimation of average treatment effect with binary response.

Craycroft JA, Huang J, Kong M. Craycroft JA, et al. Among authors: kong m. Stat Methods Med Res. 2020 Dec;29(12):3623-3640. doi: 10.1177/0962280220934847. Epub 2020 Jul 8. Stat Methods Med Res. 2020. PMID: 32640934

8

Monotonic single-index models to assess drug interactions.

Wan Y, Datta S, Lee JJ, Kong M. Wan Y, et al. Among authors: kong m. Stat Med. 2017 Feb 20;36(4):655-670. doi: 10.1002/sim.7158. Epub 2016 Nov 2. Stat Med. 2017. PMID: 27804146 Free PMC article.

9

Personalized treatment selection using observational data.

Kulasekera KB, Tholkage S, Kong M. Kulasekera KB, et al. Among authors: kong m. J Appl Stat. 2022 Jan 5;50(5):1115-1127. doi: 10.1080/02664763.2021.2019689. eCollection 2023. J Appl Stat. 2022. PMID: 37009593 Free PMC article.

10

Applying Emax model and bivariate thin plate splines to assess drug interactions.

Kong M, Lee JJ. Kong M, et al. Front Biosci (Elite Ed). 2010 Jan 1;2(1):279-92. doi: 10.2741/e90. Front Biosci (Elite Ed). 2010. PMID: 20036878 Free PMC article.

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