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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