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Zhiwei Zhang, Ph.D. - Publications

Affiliations: 
2003 University of Pittsburgh, Pittsburgh, PA, United States 
Area:
Biostatistics Biology
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47 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
2019 Zhang Z, Hu Z, Liu C. Estimating the Population Average Treatment Effect in Observational Studies with Choice-Based Sampling. The International Journal of Biostatistics. PMID 30990786 DOI: 10.1515/Ijb-2018-0093  0.336
2019 Rahardja D, Wu H, Zhang Z, Tiedt AD. Maximum likelihood estimation for the proportion difference of two-sample binomial data subject to one type of misclassification Journal of Statistics and Management Systems. 22: 1365-1379. DOI: 10.1080/09720510.2019.1606319  0.319
2018 Zhang Z, Ma S. Machine learning methods for leveraging baseline covariate information to improve the efficiency of clinical trials. Statistics in Medicine. PMID 30474289 DOI: 10.1002/Sim.8054  0.332
2018 Ahn C, Fang X, Silverman P, Zhang Z. A quantitative method for measuring the relationship between an objective endpoint and patient reported outcome measures. Plos One. 13: e0205845. PMID 30359417 DOI: 10.1371/Journal.Pone.0205845  0.308
2018 Zhang H, Tang L, Kong Y, Chen T, Liu X, Zhang Z, Zhang B. Distribution-free models for latent mixed population responses in a longitudinal setting with missing data. Statistical Methods in Medical Research. 962280218801123. PMID 30246608 DOI: 10.1177/0962280218801123  0.331
2018 Liu X, Zhang B, Tang L, Zhang Z, Zhang N, Allison JJ, Srivastava DK, Zhang H. Are marginalized two-part models superior to non-marginalized two-part models for count data with excess zeroes? Estimation of marginal effects, model misspecification, and model selection Health Services and Outcomes Research Methodology. 18: 175-214. DOI: 10.1007/S10742-018-0183-6  0.315
2017 Zhang Z, Chen R, Soon G, Zhang H. Treatment evaluation for a data-driven subgroup in adaptive enrichment designs of clinical trials. Statistics in Medicine. PMID 28948633 DOI: 10.1002/Sim.7497  0.301
2017 Troendle J, Leifer E, Zhang Z, Yang S, Tewes H. How to control for unmeasured confounding in an observational time-to-event study with exposure incidence information: the treatment choice Cox model. Statistics in Medicine. PMID 28675922 DOI: 10.1002/Sim.7377  0.318
2016 Zhang Z, Chu J, Rahardja D, Zhang H, Tang L. Responder Analysis Without Dichotomization. Journal of Biopharmaceutical Statistics. PMID 27540771 DOI: 10.1080/10543406.2016.1226325  0.361
2016 Zhang Z, Li M, Lin M, Soon G, Greene T, Shen C. Subgroup selection in adaptive signature designs of confirmatory clinical trials Journal of the Royal Statistical Society: Series C (Applied Statistics). 66: 345-361. DOI: 10.1111/Rssc.12175  0.3
2016 Zhang B, Liu W, Zhang H, Chen Q, Zhang Z. Composite likelihood and maximum likelihood methods for joint latent class modeling of disease prevalence and high-dimensional semicontinuous biomarker data Computational Statistics. 31: 425-449. DOI: 10.1007/S00180-015-0597-3  0.328
2015 Jackson JC, Albert PS, Zhang Z. A TWO-STATE MIXED HIDDEN MARKOV MODEL FOR RISKY TEENAGE DRIVING BEHAVIOR. The Annals of Applied Statistics. 9: 849-865. PMID 27766124 DOI: 10.1214/14-Aoas765  0.31
2015 Zhang Z, Nie L, Soon G, Hu Z. New methods for treatment effect calibration, with applications to non-inferiority trials. Biometrics. PMID 26363775 DOI: 10.1111/Biom.12388  0.369
2015 Zhang H, He H, Lu N, Zhu L, Zhang B, Zhang Z, Tang L. A non-parametric model to address overdispersed count response in a longitudinal data setting with missingness. Statistical Methods in Medical Research. PMID 25944850 DOI: 10.1177/0962280215583397  0.359
2015 Liu W, Pantoja-Galicia N, Zhang B, Kotz RM, Pennello G, Zhang H, Jacob J, Zhang Z. Generalized linear mixed models for multi-reader multi-case studies of diagnostic tests. Statistical Methods in Medical Research. PMID 25847911 DOI: 10.1177/0962280215579476  0.399
2015 Zhang Z, Wang C, Troendle JF. Optimizing the order of hypotheses in serial testing of multiple endpoints in clinical trials. Statistics in Medicine. 34: 1467-82. PMID 25620627 DOI: 10.1002/Sim.6425  0.342
2015 Liu W, Zhang B, Zhang Z, Tao J, Branscum AJ. Model selection in finite mixture of regression models: a Bayesian approach with innovative weighted g priors and reversible jump Markov chain Monte Carlo implementation Journal of Statistical Computation and Simulation. 85: 2456-2478. DOI: 10.1080/00949655.2014.931584  0.305
2015 Liu W, Zhang B, Zhang Z, Chen B, Zhou X. A pseudo-likelihood approach for estimating diagnostic accuracy of multiple binary medical tests Computational Statistics & Data Analysis. 84: 85-98. DOI: 10.1016/J.Csda.2014.11.006  0.34
2014 Zhang Z, Nie L, Soon G, Liu A. The Use of Covariates and Random Effects in Evaluating Predictive Biomarkers Under a Potential Outcome Framework. The Annals of Applied Statistics. 8: 2336-2355. PMID 26779295 DOI: 10.1214/14-Aoas773  0.313
2014 Zhang Z, Cheon K. Treatment comparison in randomized clinical trials with nonignorable missingness: A reverse regression approach. Statistical Methods in Medical Research. PMID 25411324 DOI: 10.1177/0962280214558865  0.344
2014 Zhang Z, Liu C, Kim S, Liu A. Prevalence estimation subject to misclassification: the mis-substitution bias and some remedies. Statistics in Medicine. 33: 4482-500. PMID 25043925 DOI: 10.1002/Sim.6268  0.39
2014 Zhang Z. Reverse Regression: A Method for Joint Analysis of Multiple Endpoints in Randomized Clinical Trials Statistica Sinica. DOI: 10.5705/Ss.2010.111  0.325
2014 Zhang Z, Nie L, Soon G, Zhang B. Sensitivity analysis in non-inferiority trials with residual inconstancy after covariate adjustment Journal of the Royal Statistical Society Series C-Applied Statistics. 63: 515-538. DOI: 10.1111/Rssc.12050  0.347
2014 Zhou J, Zhang Z, Li Z, Zhang J. Coarsened Propensity Scores and Hybrid Estimators for Missing Data and Causal Inference International Statistical Review. 83: 449-471. DOI: 10.1111/Insr.12082  0.326
2013 Zhang Z, Wang C, Nie L, Soon G. Assessing the heterogeneity of treatment effects via potential outcomes of individual patients. Journal of the Royal Statistical Society. Series C, Applied Statistics. 62: 687-704. PMID 25506088 DOI: 10.1111/Rssc.12012  0.352
2013 Jackson JC, Albert PS, Zhang Z, Morton BS. Ordinal latent variable models and their application in the study of newly licensed teenage drivers. Journal of the Royal Statistical Society. Series C, Applied Statistics. 62: 435-450. PMID 25284899 DOI: 10.1111/J.1467-9876.2012.01065.X  0.313
2013 Liu C, Liu A, Zhang B, Zhang Z. Improved confidence intervals of a small probability from pooled testing with misclassification. Frontiers in Public Health. 1: 39. PMID 24350208 DOI: 10.3389/Fpubh.2013.00039  0.32
2013 Zhang Z, Qu Y, Zhang B, Nie L, Soon G. Use of auxiliary covariates in estimating a biomarker-adjusted treatment effect model with clinical trial data. Statistical Methods in Medical Research. PMID 24346166 DOI: 10.1177/0962280213515572  0.432
2013 Zhang Z, Liu W, Zhang B, Tang L, Zhang J. Causal inference with missing exposure information: Methods and applications to an obstetric study. Statistical Methods in Medical Research. PMID 24318273 DOI: 10.1177/0962280213513758  0.417
2013 Kim S, Chen Z, Zhang Z, Simons-Morton BG, Albert PS. Bayesian Hierarchical Poisson Regression Models: An Application to a Driving Study with Kinematic Events. Journal of the American Statistical Association. 108: 494-503. PMID 24076760 DOI: 10.1080/01621459.2013.770702  0.325
2013 Zhang Z, Kotz RM, Wang C, Ruan S, Ho M. A causal model for joint evaluation of placebo and treatment-specific effects in clinical trials. Biometrics. 69: 318-27. PMID 23432119 DOI: 10.1111/Biom.12005  0.31
2012 Zhang Z, Albert PS, Simons-Morton B. Marginal Analysis of Longitudinal Count Data in Long Sequences: Methods and Applications to A Driving Study. The Annals of Applied Statistics. 6: 27-54. PMID 27087885 DOI: 10.1214/11-Aoas507  0.324
2012 Cheon K, Albert PS, Zhang Z. The impact of random-effect misspecification on percentile estimation for longitudinal growth data. Statistics in Medicine. 31: 3708-18. PMID 22786788 DOI: 10.1002/Sim.5437  0.317
2012 Zhang Z, Zhou J, Cao W, Zhang J. Causal inference with a quantitative exposure. Statistical Methods in Medical Research. PMID 22729475 DOI: 10.1177/0962280212452333  0.307
2012 Troendle JF, Zhang Z, Mathews ME, Guo J. Methods of adjusted comparison of medians. Biometrical Journal. Biometrische Zeitschrift. 54: 481-93. PMID 22622655 DOI: 10.1002/Bimj.201100220  0.309
2012 Whitcomb BW, Perkins NJ, Zhang Z, Ye A, Lyles RH. Assessment of skewed exposure in case-control studies with pooling. Statistics in Medicine. 31: 2461-72. PMID 22437722 DOI: 10.1002/Sim.5351  0.323
2012 Zhang Z, Chen Z, Troendle JF, Zhang J. Causal inference on quantiles with an obstetric application. Biometrics. 68: 697-706. PMID 22150612 DOI: 10.1111/J.1541-0420.2011.01712.X  0.347
2012 Zhang Z, Liu A, Lyles RH, Mukherjee B. Logistic regression analysis of biomarker data subject to pooling and dichotomization Statistics in Medicine. 31: 2473-2484. PMID 21953741 DOI: 10.1002/Sim.4367  0.32
2011 Zhang Z, Addo OY, Himes JH, Hediger ML, Albert PS, Gollenberg AL, Lee PA, Louis GM. A two-part model for reference curve estimation subject to a limit of detection. Statistics in Medicine. 30: 1455-65. PMID 21264894 DOI: 10.1002/Sim.4189  0.337
2011 Zhang Z, Albert PS. Binary regression analysis with pooled exposure measurements: a regression calibration approach. Biometrics. 67: 636-645. PMID 20662830 DOI: 10.1111/J.1541-0420.2010.01464.X  0.305
2010 Zhang Z. Profile Likelihood and Incomplete Data International Statistical Review. 78: 102-116. PMID 21278854 DOI: 10.1111/J.1751-5823.2010.00107.X  0.335
2009 Zhang Z. Interpreting Statistical Evidence with Empirical Likelihood Functions Biometrical Journal. 51: 710-720. PMID 19650056 DOI: 10.1002/Bimj.200800209  0.343
2009 Zhang Z. Likelihood-based confidence sets for partially identified parameters Journal of Statistical Planning and Inference. 139: 696-710. DOI: 10.1016/J.Jspi.2007.08.009  0.339
2008 Zhang Z. Estimating a Marginal Causal Odds Ratio Subject to Confounding Communications in Statistics-Theory and Methods. 38: 309-321. DOI: 10.1080/03610920802200076  0.325
2007 Zhang Z, Rockette HE. An EM algorithm for regression analysis with incomplete covariate information Journal of Statistical Computation and Simulation. 77: 163-173. DOI: 10.1080/10629360600565202  0.565
2006 Zhang Z, Rockette HE. Semiparametric maximum likelihood for missing covariates in parametric regression Annals of the Institute of Statistical Mathematics. 58: 687-706. DOI: 10.1007/S10463-006-0047-7  0.569
2005 Zhang Z, Rockette HE. On maximum likelihood estimation in parametric regression with missing covariates Journal of Statistical Planning and Inference. 134: 206-223. DOI: 10.1016/J.Jspi.2004.04.006  0.559
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