Roy J - Search Results

1

Estimation of age-specific incidence rates from cross-sectional survey data.

Roy J, Stewart WF. Roy J, et al. Stat Med. 2010 Feb 28;29(5):588-96. doi: 10.1002/sim.3831. Stat Med. 2010. PMID: 20087878

2

Methods for estimating remission rates from cross-sectional survey data: application and validation using data from a national migraine study.

Roy J, Stewart WF. Roy J, et al. Am J Epidemiol. 2011 Apr 15;173(8):949-55. doi: 10.1093/aje/kwq464. Epub 2011 Feb 28. Am J Epidemiol. 2011. PMID: 21357656

3

Migraine prevalence, socioeconomic status, and social causation.

Stewart WF, Roy J, Lipton RB. Stewart WF, et al. Among authors: roy j. Neurology. 2013 Sep 10;81(11):948-55. doi: 10.1212/WNL.0b013e3182a43b32. Epub 2013 Aug 29. Neurology. 2013. PMID: 23990405 Free PMC article.

4

Prediction modeling using EHR data: challenges, strategies, and a comparison of machine learning approaches.

Wu J, Roy J, Stewart WF. Wu J, et al. Among authors: roy j. Med Care. 2010 Jun;48(6 Suppl):S106-13. doi: 10.1097/MLR.0b013e3181de9e17. Med Care. 2010. PMID: 20473190

5

Bayesian additive regression trees and the General BART model.

Tan YV, Roy J. Tan YV, et al. Among authors: roy j. Stat Med. 2019 Nov 10;38(25):5048-5069. doi: 10.1002/sim.8347. Epub 2019 Aug 28. Stat Med. 2019. PMID: 31460678 Free PMC article.

6

Handling drop-out in longitudinal studies.

Hogan JW, Roy J, Korkontzelou C. Hogan JW, et al. Among authors: roy j. Stat Med. 2004 May 15;23(9):1455-97. doi: 10.1002/sim.1728. Stat Med. 2004. PMID: 15116353 Review.

7

A general class of pattern mixture models for nonignorable dropout with many possible dropout times.

Roy J, Daniels MJ. Roy J, et al. Biometrics. 2008 Jun;64(2):538-45. doi: 10.1111/j.1541-0420.2007.00884.x. Epub 2007 Sep 26. Biometrics. 2008. PMID: 17900312 Free PMC article.

8

A Bayesian nonparametric approach to marginal structural models for point treatments and a continuous or survival outcome.

Roy J, Lum KJ, Daniels MJ. Roy J, et al. Biostatistics. 2017 Jan;18(1):32-47. doi: 10.1093/biostatistics/kxw029. Epub 2016 Jun 26. Biostatistics. 2017. PMID: 27345532 Free PMC article.

9

A Bayesian nonparametric model for zero-inflated outcomes: Prediction, clustering, and causal estimation.

Oganisian A, Mitra N, Roy JA. Oganisian A, et al. Biometrics. 2021 Mar;77(1):125-135. doi: 10.1111/biom.13244. Epub 2020 Mar 17. Biometrics. 2021. PMID: 32125699

10

Bayesian nonparametric generative models for causal inference with missing at random covariates.

Roy J, Lum KJ, Zeldow B, Dworkin JD, Re VL 3rd, Daniels MJ. Roy J, et al. Biometrics. 2018 Dec;74(4):1193-1202. doi: 10.1111/biom.12875. Epub 2018 Mar 26. Biometrics. 2018. PMID: 29579341 Free PMC article.

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