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Targeted maximum likelihood estimation for marginal time-dependent treatment effects under density misspecification.
Schnitzer ME, Moodie EE, Platt RW. Schnitzer ME, et al. Biostatistics. 2013 Jan;14(1):1-14. doi: 10.1093/biostatistics/kxs024. Epub 2012 Jul 12. Biostatistics. 2013. PMID: 22797173
Modeling the impact of hepatitis C viral clearance on end-stage liver disease in an HIV co-infected cohort with targeted maximum likelihood estimation.
Schnitzer ME, Moodie EE, van der Laan MJ, Platt RW, Klein MB. Schnitzer ME, et al. Biometrics. 2014 Mar;70(1):144-52. doi: 10.1111/biom.12105. Epub 2013 Nov 13. Biometrics. 2014. PMID: 24571372 Free PMC article.
EFFECT OF BREASTFEEDING ON GASTROINTESTINAL INFECTION IN INFANTS: A TARGETED MAXIMUM LIKELIHOOD APPROACH FOR CLUSTERED LONGITUDINAL DATA.
Schnitzer ME, van der Laan MJ, Moodie EE, Platt RW. Schnitzer ME, et al. Ann Appl Stat. 2014 Jun;8(2):703-725. doi: 10.1214/14-aoas727. Ann Appl Stat. 2014. PMID: 25505499 Free PMC article.
Double robust and efficient estimation of a prognostic model for events in the presence of dependent censoring.
Schnitzer ME, Lok JJ, Bosch RJ. Schnitzer ME, et al. Biostatistics. 2016 Jan;17(1):165-77. doi: 10.1093/biostatistics/kxv028. Epub 2015 Jul 29. Biostatistics. 2016. PMID: 26224070 Free PMC article.
Variable Selection for Confounder Control, Flexible Modeling and Collaborative Targeted Minimum Loss-Based Estimation in Causal Inference.
Schnitzer ME, Lok JJ, Gruber S. Schnitzer ME, et al. Int J Biostat. 2016 May 1;12(1):97-115. doi: 10.1515/ijb-2015-0017. Int J Biostat. 2016. PMID: 26226129 Free PMC article.
Effect Estimation in Point-Exposure Studies with Binary Outcomes and High-Dimensional Covariate Data - A Comparison of Targeted Maximum Likelihood Estimation and Inverse Probability of Treatment Weighting.
Pang M, Schuster T, Filion KB, Schnitzer ME, Eberg M, Platt RW. Pang M, et al. Among authors: schnitzer me. Int J Biostat. 2016 Nov 1;12(2):/j/ijb.2016.12.issue-2/ijb-2015-0034/ijb-2015-0034.xml. doi: 10.1515/ijb-2015-0034. Int J Biostat. 2016. PMID: 27889705 Free PMC article.
Targeted maximum likelihood estimation for a binary treatment: A tutorial.
Luque-Fernandez MA, Schomaker M, Rachet B, Schnitzer ME. Luque-Fernandez MA, et al. Among authors: schnitzer me. Stat Med. 2018 Jul 20;37(16):2530-2546. doi: 10.1002/sim.7628. Epub 2018 Apr 23. Stat Med. 2018. PMID: 29687470 Free PMC article.
Estimating treatment importance in multidrug-resistant tuberculosis using Targeted Learning: An observational individual patient data network meta-analysis.
Wang G, Schnitzer ME, Menzies D, Viiklepp P, Holtz TH, Benedetti A. Wang G, et al. Among authors: schnitzer me. Biometrics. 2020 Sep;76(3):1007-1016. doi: 10.1111/biom.13210. Epub 2020 Jan 7. Biometrics. 2020. PMID: 31868919
Collaborative targeted learning using regression shrinkage.
Schnitzer ME, Cefalu M. Schnitzer ME, et al. Stat Med. 2018 Feb 20;37(4):530-543. doi: 10.1002/sim.7527. Epub 2017 Nov 2. Stat Med. 2018. PMID: 29094375
Causal inference with multiple concurrent medications: A comparison of methods and an application in multidrug-resistant tuberculosis.
Siddique AA, Schnitzer ME, Bahamyirou A, Wang G, Holtz TH, Migliori GB, Sotgiu G, Gandhi NR, Vargas MH, Menzies D, Benedetti A. Siddique AA, et al. Among authors: schnitzer me. Stat Methods Med Res. 2019 Dec;28(12):3534-3549. doi: 10.1177/0962280218808817. Epub 2018 Oct 31. Stat Methods Med Res. 2019. PMID: 30381005 Free PMC article.
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