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Wenjing Zheng, Ph.D. - Publications

Affiliations: 
2014 Biostatistics University of California, Berkeley, Berkeley, CA, United States 
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12 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
2018 Rudolph KE, Sofrygin O, Zheng W, van der Laan MJ. Robust and Flexible Estimation of Stochastic Mediation Effects: A Proposed Method and Example in a Randomized Trial Setting. Epidemiologic Methods. 7. PMID 34026421 DOI: 10.1515/em-2017-0007  0.597
2018 Balzer LB, Zheng W, van der Laan MJ, Petersen ML. A new approach to hierarchical data analysis: Targeted maximum likelihood estimation for the causal effect of a cluster-level exposure. Statistical Methods in Medical Research. 962280218774936. PMID 29921160 DOI: 10.1177/0962280218774936  0.659
2018 Zheng W, Luo Z, van der Laan MJ. Marginal Structural Models with Counterfactual Effect Modifiers. The International Journal of Biostatistics. 14. PMID 29883322 DOI: 10.1515/Ijb-2018-0039  0.636
2017 Chambaz A, Zheng W, van der Laan MJ. TARGETED SEQUENTIAL DESIGN FOR TARGETED LEARNING INFERENCE OF THE OPTIMAL TREATMENT RULE AND ITS MEAN REWARD. Annals of Statistics. 45: 2537-2564. PMID 29398733 DOI: 10.1214/16-Aos1534  0.607
2017 Zheng W, van der Laan M. Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival Outcomes. Journal of Causal Inference. 5. PMID 29387520 DOI: 10.1515/jci-2016-0006  0.606
2017 Zheng W, Balzer L, van der Laan M, Petersen M. Constrained binary classification using ensemble learning: an application to cost-efficient targeted PrEP strategies. Statistics in Medicine. PMID 28384841 DOI: 10.1002/Sim.7296  0.593
2017 Rudolph KE, Sofrygin O, Zheng W, van der Laan MJ. Robust and Flexible Estimation of Stochastic Mediation Effects: A Proposed Method and Example in a Randomized Trial Setting Epidemiologic Methods. 7. DOI: 10.1515/Em-2017-0007  0.619
2016 Zheng W, Petersen M, van der Laan MJ. Doubly Robust and Efficient Estimation of Marginal Structural Models for the Hazard Function. The International Journal of Biostatistics. 12: 233-52. PMID 27227723 DOI: 10.1515/ijb-2015-0036  0.658
2016 Zheng W, Li F, Yu Z, Zhang G, Chen Y, Li X, Yan H. Performance assessment of solvent extraction coupled with gas chromatography-mass spectrometry for the analysis of volatile components from Syringa flowers Analytical Methods. 8: 3115-3122. DOI: 10.1039/c5ay03156g  0.363
2016 Zheng W, Jin Y, Zhang G. Recursive estimation of time-average variance constants through prewhitening Statistics and Probability Letters. 114: 30-37. DOI: 10.1016/j.spl.2016.02.014  0.306
2013 van der Laan MJ, Petersen M, Zheng W. Estimating the Effect of a Community-Based Intervention with Two Communities. Journal of Causal Inference. 1: 83-106. PMID 25485209 DOI: 10.1515/jci-2012-0011  0.611
2012 Zheng W, van der Laan MJ. Targeted maximum likelihood estimation of natural direct effects. The International Journal of Biostatistics. 8. PMID 22499725 DOI: 10.2202/1557-4679.1361  0.632
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