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Romain S. Neugebauer, Ph.D. - Publications

Affiliations: 
2004 University of California, Berkeley, Berkeley, CA, United States 
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19 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Williamson BD, Wyss R, Stuart EA, Dang LE, Mertens AN, Neugebauer RS, Wilson A, Gruber S. An application of the Causal Roadmap in two safety monitoring case studies: Causal inference and outcome prediction using electronic health record data. Journal of Clinical and Translational Science. 7: e208. PMID 37900347 DOI: 10.1017/cts.2023.632  0.511
2020 Kreif N, Sofrygin O, Schmittdiel JA, Adams AS, Grant RW, Zhu Z, van der Laan MJ, Neugebauer R. Exploiting non-systematic covariate monitoring to broaden the scope of evidence about the causal effects of adaptive treatment strategies. Biometrics. PMID 32297311 DOI: 10.1111/Biom.13271  0.582
2019 Sofrygin O, Zhu Z, Schmittdiel JA, Adams AS, Grant RW, van der Laan MJ, Neugebauer R. Targeted learning with daily EHR data. Statistics in Medicine. PMID 31025411 DOI: 10.1002/Sim.8164  0.519
2017 Neugebauer R, Schmittdiel JA, Adams AS, Grant RW, van der Laan MJ. Identification of the joint effect of a dynamic treatment intervention and a stochastic monitoring intervention under the no direct effect assumption. Journal of Causal Inference. 5. PMID 29238650  0.533
2017 Sofrygin O, van der Laan MJ, Neugebauer R. simcausal R Package: Conducting Transparent and Reproducible Simulation Studies of Causal Effect Estimation with Complex Longitudinal Data. Journal of Statistical Software. 81. PMID 29104515 DOI: 10.18637/Jss.V081.I02  0.541
2016 Neugebauer R, Schmittdiel JA, van der Laan MJ. A Case Study of the Impact of Data-Adaptive Versus Model-Based Estimation of the Propensity Scores on Causal Inferences from Three Inverse Probability Weighting Estimators. The International Journal of Biostatistics. 12: 131-55. PMID 27227720 DOI: 10.1515/Ijb-2015-0028  0.527
2015 Raine-Bennett T, Tucker LY, Zaritsky E, Littell RD, Palen T, Neugebauer R, Axtell A, Schultze PM, Kronbach DW, Embry-Schubert J, Sundang A, Bischoff K, Compton-Phillips AL, Lentz SE. Occult Uterine Sarcoma and Leiomyosarcoma: Incidence of and Survival Associated With Morcellation. Obstetrics and Gynecology. PMID 26646120 DOI: 10.1097/Aog.0000000000001187  0.319
2015 Neugebauer R, Schmittdiel JA, Zhu Z, Rassen JA, Seeger JD, Schneeweiss S. High-dimensional propensity score algorithm in comparative effectiveness research with time-varying interventions. Statistics in Medicine. 34: 753-81. PMID 25488047 DOI: 10.1002/Sim.6377  0.416
2014 Neugebauer R, Schmittdiel JA, van der Laan MJ. Targeted learning in real-world comparative effectiveness research with time-varying interventions. Statistics in Medicine. 33: 2480-520. PMID 24535915 DOI: 10.1002/Sim.6099  0.598
2013 Neugebauer R, Fireman B, Roy JA, Raebel MA, Nichols GA, O'Connor PJ. Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal structural modeling. Journal of Clinical Epidemiology. 66: S99-109. PMID 23849160 DOI: 10.1016/J.Jclinepi.2013.01.016  0.352
2012 Neugebauer R, Fireman B, Roy JA, O'Connor PJ, Selby JV. Dynamic marginal structural modeling to evaluate the comparative effectiveness of more or less aggressive treatment intensification strategies in adults with type 2 diabetes. Pharmacoepidemiology and Drug Safety. 21: 99-113. PMID 22552985 DOI: 10.1002/Pds.3253  0.35
2012 Moore KL, Neugebauer R, van der Laan MJ, Tager IB. Causal inference in epidemiological studies with strong confounding. Statistics in Medicine. 31: 1380-404. PMID 22362629 DOI: 10.1002/Sim.4469  0.641
2011 Moore KL, Neugebauer R, Valappil T, van der Laan MJ. Robust extraction of covariate information to improve estimation efficiency in randomized trials Statistics in Medicine. 30: 2389-2408. PMID 21751231 DOI: 10.1002/Sim.4301  0.562
2010 Moore K, Neugebauer R, Lurmann F, Hall J, Brajer V, Alcorn S, Tager I. Ambient ozone concentrations and cardiac mortality in Southern California 1983-2000: application of a new marginal structural model approach. American Journal of Epidemiology. 171: 1233-43. PMID 20439309 DOI: 10.1093/Aje/Kwq064  0.482
2008 Moore K, Neugebauer R, Lurmann F, Hall J, Brajer V, Alcorn S, Tager I. Ambient ozone concentrations cause increased hospitalizations for asthma in children: an 18-year study in Southern California. Environmental Health Perspectives. 116: 1063-70. PMID 18709165 DOI: 10.1289/ehp.10497  0.375
2008 Moore K, Neugebauer R, Lurmann F, Hall J, Brajer V, Alcorn S, Tager IB. Ambient ozone concentrations cause increased hospitalizations for asthma in children: An 18-year study in Southern California Environmental Health Perspectives. 116: 1063-1070. DOI: 10.1289/Ehp.10497  0.401
2007 Neugebauer R, van der Laan MJ, Joffe MM, Tager IB. Causal inference in longitudinal studies with history-restricted marginal structural models. Electronic Journal of Statistics. 1: 119-154. PMID 23087778 DOI: 10.1214/07-Ejs050  0.542
2006 Sinisi SE, Neugebauer R, van der Laan MJ. Cross-validated bagged prediction of survival. Statistical Applications in Genetics and Molecular Biology. 5: Article12. PMID 16676466 DOI: 10.2202/1544-6115.1180  0.645
2005 Mortimer KM, Neugebauer R, van der Laan M, Tager IB. An application of model-fitting procedures for marginal structural models. American Journal of Epidemiology. 162: 382-8. PMID 16014771 DOI: 10.1093/Aje/Kwi208  0.521
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