Haitao Chu - Publications

Affiliations: 
Biostatistics University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Biostatistics Biology

89 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
2020 Siegel L, Murad MH, Chu H. Estimating the Reference Range from a Meta-Analysis. Research Synthesis Methods. PMID 32790064 DOI: 10.1002/Jrsm.1442  0.365
2020 Wang Z, Lin L, Hodges JS, MacLehose R, Chu H. A variance shrinkage method improves arm-based Bayesian network meta-analysis. Statistical Methods in Medical Research. 962280220945731. PMID 32757707 DOI: 10.1177/0962280220945731  0.373
2020 Lin L, Chu H, Hodges JS. On evidence cycles in network meta-analysis. Statistics and Its Interface. 13: 425-436. PMID 32742550 DOI: 10.4310/Sii.2020.V13.N4.A1  0.324
2020 Hong C, Salanti G, Morton S, Riley R, Chu H, Kimmel SE, Chen Y. Testing small study effects in multivariate meta-analysis. Biometrics. PMID 32720712 DOI: 10.1111/Biom.13342  0.345
2020 Xing A, Chu H, Lin L. Fragility index of network meta-analysis with application to smoking cessation data. Journal of Clinical Epidemiology. PMID 32659361 DOI: 10.1016/J.Jclinepi.2020.07.003  0.31
2020 Lin L, Chu H. Meta-analysis of proportions using generalized linear mixed models. Epidemiology (Cambridge, Mass.). PMID 32657954 DOI: 10.1097/Ede.0000000000001232  0.341
2020 Shi J, Luo D, Weng H, Zeng XT, Lin L, Chu H, Tong T. Optimally estimating the sample standard deviation from the five-number summary. Research Synthesis Methods. PMID 32562361 DOI: 10.1002/Jrsm.1429  0.33
2020 Ju K, Lin L, Chu H, Cheng LL, Xu C. Laplace approximation, penalized quasi-likelihood, and adaptive Gauss-Hermite quadrature for generalized linear mixed models: towards meta-analysis of binary outcome with sparse data. Bmc Medical Research Methodology. 20: 152. PMID 32539721 DOI: 10.1186/S12874-020-01035-6  0.376
2020 Siegel L, Rudser K, Sutcliffe S, Markland A, Brubaker L, Gahagan S, Stapleton AE, Chu H. A Bayesian multivariate meta-analysis of prevalence data. Statistics in Medicine. PMID 32510638 DOI: 10.1002/Sim.8593  0.383
2020 Wang Z, Lin L, Hodges JS, Chu H. The impact of covariance priors on arm-based Bayesian network meta-analyses with binary outcomes. Statistics in Medicine. PMID 32495349 DOI: 10.1002/Sim.8580  0.356
2020 Shi L, Chu H, Lin L. A Bayesian approach to assessing small-study effects in meta-analysis of a binary outcome with controlled false positive rate. Research Synthesis Methods. PMID 32424987 DOI: 10.1002/Jrsm.1415  0.354
2019 Lian Q, Hodges JS, Chu H. A Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta-analysis of Diagnostic Tests. Journal of the American Statistical Association. 114: 949-961. PMID 31777410 DOI: 10.1080/01621459.2018.1476239  0.325
2019 Duan R, Cao M, Ning Y, Zhu M, Zhang B, McDermott A, Chu H, Zhou X, Moore JH, Ibrahim JG, Scharfstein DO, Chen Y. Global identifiability of latent class models with applications to diagnostic test accuracy studies: a Gröbner basis approach. Biometrics. PMID 31444807 DOI: 10.1111/Biom.13133  0.302
2019 Lodi S, Phillips A, Lundgren J, Logan R, Sharma S, Cole SR, Babiker A, Law M, Chu H, Byrne D, Horban A, Sterne JAC, Porter K, Sabin C, Costagliola D, et al. Effect estimates in randomized trials and observational studies: comparing apples with apples. American Journal of Epidemiology. PMID 31063192 DOI: 10.1093/Aje/Kwz100  0.363
2019 Ren Y, Lin L, Lian Q, Zou H, Chu H. Real-world Performance of Meta-analysis Methods for Double-Zero-Event Studies with Dichotomous Outcomes Using the Cochrane Database of Systematic Reviews. Journal of General Internal Medicine. PMID 30887438 DOI: 10.1007/S11606-019-04925-8  0.355
2019 Zhou J, Hodges JS, Suri MFK, Chu H. A Bayesian Hierarchical Model Estimating CACE in Meta-analysis of Randomized Clinical Trials with Noncompliance. Biometrics. PMID 30690716 DOI: 10.1111/Biom.13028  0.377
2018 Preisser JS, Inan G, Powers JM, Chu H. A population-averaged approach to diagnostic test meta-analysis. Biometrical Journal. Biometrische Zeitschrift. PMID 30370548 DOI: 10.1002/Bimj.201700187  0.373
2018 Lian Q, Hodges JS, MacLehose R, Chu H. A Bayesian approach for correcting exposure misclassification in meta-analysis. Statistics in Medicine. PMID 30251263 DOI: 10.1002/Sim.7969  0.359
2018 Ho YY, Nhu Vo T, Chu H, LeSage MG, Luo X, Le CT. A Bayesian hierarchical model for demand curve analysis. Statistical Methods in Medical Research. 27: 2401-2412. PMID 29984638 DOI: 10.1177/0962280216680651  0.305
2018 Ma X, Lin L, Qu Z, Zhu M, Chu H. Performance of Between-Study Heterogeneity Measures in the Cochrane Library. Epidemiology (Cambridge, Mass.). PMID 29847495 DOI: 10.1097/Ede.0000000000000857  0.344
2018 Ho YY, Nhu Vo T, Chu H, Luo X, Le CT. A Bayesian hierarchical model for demand curve analysis. Statistical Methods in Medical Research. 27: 2038-2049. PMID 29846147 DOI: 10.1177/0962280216673675  0.305
2018 Lin L, Chu H, Murad MH, Hong C, Qu Z, Cole SR, Chen Y. Empirical Comparison of Publication Bias Tests in Meta-Analysis. Journal of General Internal Medicine. PMID 29663281 DOI: 10.1007/S11606-018-4425-7  0.337
2017 MacLehose RF, Bodnar LM, Meyer C, Chu H, Lash TL. Hierarchical semi-Bayes methods for misclassification in perinatal epidemiology. Epidemiology (Cambridge, Mass.). PMID 29166302 DOI: 10.1097/Ede.0000000000000789  0.323
2017 Lin L, Chu H. Quantifying publication bias in meta-analysis. Biometrics. PMID 29141096 DOI: 10.1111/Biom.12817  0.357
2017 Lin L, Zhang J, Hodges JS, Chu H. Performing Arm-Based Network Meta-Analysis in R with the pcnetmeta Package. Journal of Statistical Software. 80. PMID 28883783 DOI: 10.18637/Jss.V080.I05  0.357
2017 Ma X, Lian Q, Chu H, Ibrahim JG, Chen Y. A Bayesian hierarchical model for network meta-analysis of multiple diagnostic tests. Biostatistics (Oxford, England). PMID 28586407 DOI: 10.1093/Biostatistics/Kxx025  0.311
2016 Zhang J, Yuan Y, Chu H. The Impact of Excluding Trials from Network Meta-Analyses - An Empirical Study. Plos One. 11: e0165889. PMID 27926924 DOI: 10.1371/Journal.Pone.0165889  0.332
2016 Ma Y, Chu H, Mazumdar M. Meta-analysis of Proportions of Rare Events-A Comparison of Exact Likelihood Methods with Robust Variance Estimation. Communications in Statistics: Simulation and Computation. 45: 3036-3052. PMID 27605731 DOI: 10.1080/03610918.2014.911901  0.333
2016 Chen Y, Liu Y, Chu H, Ting Lee ML, Schmid CH. A simple and robust method for multivariate meta-analysis of diagnostic test accuracy. Statistics in Medicine. PMID 27580758 DOI: 10.1002/Sim.7093  0.369
2016 Lin L, Chu H, Hodges JS. Alternative measures of between-study heterogeneity in meta-analysis: Reducing the impact of outlying studies. Biometrics. PMID 27167143 DOI: 10.1111/Biom.12543  0.362
2016 Lin L, Chu H, Hodges JS. Sensitivity to Excluding Treatments in Network Meta-Analysis. Epidemiology (Cambridge, Mass.). PMID 27007642 DOI: 10.1097/Ede.0000000000000482  0.324
2015 Hong H, Chu H, Zhang J, Carlin BP. A Bayesian missing data framework for generalized multiple outcome mixed treatment comparisons. Research Synthesis Methods. PMID 26536149 DOI: 10.1002/Jrsm.1153  0.36
2015 Hong H, Chu H, Zhang J, Carlin BP. Rejoinder to the discussion of "a Bayesian missing data framework for generalized multiple outcome mixed treatment comparisons," by S. Dias and A. E. Ades. Research Synthesis Methods. PMID 26461816 DOI: 10.1002/Jrsm.1186  0.32
2015 Richardson DB, Hamra GB, MacLehose RF, Cole SR, Chu H. Hierarchical regression for analyses of multiple outcomes. American Journal of Epidemiology. 182: 459-67. PMID 26232395 DOI: 10.1093/Aje/Kwv047  0.353
2015 Zhang J, Chu H, Hong H, Virnig BA, Carlin BP. Bayesian hierarchical models for network meta-analysis incorporating nonignorable missingness. Statistical Methods in Medical Research. PMID 26220535 DOI: 10.1177/0962280215596185  0.345
2015 Zhou J, Chu H, Hudgens MG, Halloran ME. A Bayesian approach to estimating causal vaccine effects on binary post-infection outcomes. Statistics in Medicine. PMID 26194767 DOI: 10.1002/Sim.6573  0.309
2015 Chen Y, Liu Y, Ning J, Cormier J, Chu H. A hybrid model for combining case-control and cohort studies in systematic reviews of diagnostic tests. Journal of the Royal Statistical Society. Series C, Applied Statistics. 64: 469-489. PMID 25897179 DOI: 10.1111/Rssc.12087  0.351
2015 Liu Y, Chen Y, Chu H. A unification of models for meta-analysis of diagnostic accuracy studies without a gold standard. Biometrics. 71: 538-47. PMID 25358907 DOI: 10.1111/Biom.12264  0.33
2015 Chen Y, Chu H, Luo S, Nie L, Chen S. Bayesian analysis on meta-analysis of case-control studies accounting for within-study correlation. Statistical Methods in Medical Research. 24: 836-55. PMID 22143403 DOI: 10.1177/0962280211430889  0.359
2015 Li F, Chu H, Nie L. A two-stage estimation for screening studies using two diagnostic tests with binary disease status verified in test positives only. Statistical Methods in Medical Research. 24: 635-56. PMID 21920876 DOI: 10.1177/0962280211421838  0.33
2014 Chen Y, Liu Y, Ning J, Nie L, Zhu H, Chu H. A composite likelihood method for bivariate meta-analysis in diagnostic systematic reviews. Statistical Methods in Medical Research. PMID 25512146 DOI: 10.1177/0962280214562146  0.325
2014 Ma X, K Suri MF, Chu H. A trivariate meta-analysis of diagnostic studies accounting for prevalence and non-evaluable subjects: re-evaluation of the meta-analysis of coronary CT angiography studies. Bmc Medical Research Methodology. 14: 128. PMID 25475705 DOI: 10.1186/1471-2288-14-128  0.301
2014 Chen Y, Luo S, Chu H, Su X, Nie L. An Empirical Bayes Method for Multivariate Meta-analysis with an Application in Clinical Trials. Communications in Statistics: Theory and Methods. 43: 3536-3551. PMID 25089070 DOI: 10.1080/03610926.2012.700379  0.346
2014 Chen Q, May RC, Ibrahim JG, Chu H, Cole SR. Joint modeling of longitudinal and survival data with missing and left-censored time-varying covariates. Statistics in Medicine. 33: 4560-76. PMID 24947785 DOI: 10.1002/Sim.6242  0.328
2014 Ma X, Chen Y, Cole SR, Chu H. A hybrid Bayesian hierarchical model combining cohort and case-control studies for meta-analysis of diagnostic tests: Accounting for partial verification bias. Statistical Methods in Medical Research. PMID 24862512 DOI: 10.1177/0962280214536703  0.383
2014 Chen LM, Ibrahim JG, Chu H. Sample size determination in shared frailty models for multivariate time-to-event data. Journal of Biopharmaceutical Statistics. 24: 908-23. PMID 24697252 DOI: 10.1080/10543406.2014.901346  0.326
2014 Edwards JK, Cole SR, Chu H, Olshan AF, Richardson DB. Accounting for outcome misclassification in estimates of the effect of occupational asbestos exposure on lung cancer death. American Journal of Epidemiology. 179: 641-7. PMID 24352593 DOI: 10.1093/Aje/Kwt309  0.325
2014 Cole SR, Chu H, Greenland S. Maximum likelihood, profile likelihood, and penalized likelihood: a primer. American Journal of Epidemiology. 179: 252-60. PMID 24173548 DOI: 10.1093/Aje/Kwt245  0.361
2014 Zhang J, Carlin BP, Neaton JD, Soon GG, Nie L, Kane R, Virnig BA, Chu H. Network meta-analysis of randomized clinical trials: reporting the proper summaries. Clinical Trials (London, England). 11: 246-62. PMID 24096635 DOI: 10.1177/1740774513498322  0.328
2013 Khondker ZS, Zhu H, Chu H, Lin W, Ibrahim JG. The Bayesian Covariance Lasso. Statistics and Its Interface. 6: 243-259. PMID 24551316 DOI: 10.4310/Sii.2013.V6.N2.A8  0.327
2013 Nie L, Soon GG, Qi K, Chen Y, Chu H. A note on partial covariate-adjustment and design considerations in noninferiority trials when patient-level data are not available. Journal of Biopharmaceutical Statistics. 23: 1042-53. PMID 23957514 DOI: 10.1080/10543406.2013.813523  0.331
2013 Chen Y, Luo S, Chu H, Wei P. Bayesian inference on risk differences: an application to multivariate meta-analysis of adverse events in clinical trials. Statistics in Biopharmaceutical Research. 5: 142-155. PMID 23853700 DOI: 10.1080/19466315.2013.791483  0.365
2013 Ma X, Nie L, Cole SR, Chu H. Statistical methods for multivariate meta-analysis of diagnostic tests: An overview and tutorial. Statistical Methods in Medical Research. PMID 23804970 DOI: 10.1177/0962280213492588  0.349
2013 May RC, Chu H, Ibrahim JG, Hudgens MG, Lees AC, Margolis DM. Change-point models to estimate the limit of detection. Statistics in Medicine. 32: 4995-5007. PMID 23784922 DOI: 10.1002/Sim.5872  0.335
2013 Richardson DB, Cole SR, Chu H. Random effects regression models for trends in standardised mortality ratios. Occupational and Environmental Medicine. 70: 133-9. PMID 23155190 DOI: 10.1136/Oemed-2012-100792  0.362
2012 Ibrahim JG, Chu H, Chen MH. Missing data in clinical studies: issues and methods. Journal of Clinical Oncology : Official Journal of the American Society of Clinical Oncology. 30: 3297-303. PMID 22649133 DOI: 10.1200/Jco.2011.38.7589  0.334
2012 Cole SR, Chu H, Greenland S, Hamra G, Richardson DB. Bayesian posterior distributions without Markov chains. American Journal of Epidemiology. 175: 368-75. PMID 22306565 DOI: 10.1093/Aje/Kwr433  0.318
2012 Chu H, Nie L, Chen Y, Huang Y, Sun W. Bivariate random effects models for meta-analysis of comparative studies with binary outcomes: methods for the absolute risk difference and relative risk. Statistical Methods in Medical Research. 21: 621-33. PMID 21177306 DOI: 10.1177/0962280210393712  0.367
2011 Richardson DB, Cole SR, Chu H, Langholz B. Lagging exposure information in cumulative exposure-response analyses. American Journal of Epidemiology. 174: 1416-22. PMID 22047823 DOI: 10.1093/aje/kwr260  0.331
2011 May RC, Ibrahim JG, Chu H. Maximum likelihood estimation in generalized linear models with multiple covariates subject to detection limits. Statistics in Medicine. 30: 2551-61. PMID 21710558 DOI: 10.1002/Sim.4280  0.334
2011 Chen LM, Ibrahim JG, Chu H. Sample size and power determination in joint modeling of longitudinal and survival data. Statistics in Medicine. 30: 2295-309. PMID 21590793 DOI: 10.1002/Sim.4263  0.341
2011 Zhu M, Chu H, Rice TM, Carter MW. Implications of conducting trend analyses of emergency department visits using publicly released masked design variables. Annals of Emergency Medicine. 57: 683-687.e1. PMID 21310510 DOI: 10.1016/J.Annemergmed.2010.12.025  0.309
2011 Chu H, Nie L, Cole SR. Estimating the relative excess risk due to interaction: a bayesian approach. Epidemiology (Cambridge, Mass.). 22: 242-8. PMID 21228700 DOI: 10.1097/Ede.0B013E318208750E  0.362
2010 Chu H, Cole SR. Estimation of risk ratios in cohort studies with common outcomes: a Bayesian approach. Epidemiology. 21: 855-862. PMID 20844438 DOI: 10.1097/Ede.0B013E3181F2012B  0.347
2010 Nie L, Chu H, Li F, Cole SR. Relative excess risk due to interaction: resampling-based confidence intervals. Epidemiology (Cambridge, Mass.). 21: 552-6. PMID 20502336 DOI: 10.1097/Ede.0B013E3181E09B0B  0.316
2010 Ibrahim JG, Chu H, Chen LM. Basic concepts and methods for joint models of longitudinal and survival data. Journal of Clinical Oncology : Official Journal of the American Society of Clinical Oncology. 28: 2796-801. PMID 20439643 DOI: 10.1200/Jco.2009.25.0654  0.307
2010 Chu H, Zhou Y, Cole SR, Ibrahim JG. On the estimation of disease prevalence by latent class models for screening studies using two screening tests with categorical disease status verified in test positives only. Statistics in Medicine. 29: 1206-18. PMID 20191614 DOI: 10.1002/Sim.3862  0.327
2010 Chu H, Guo H, Zhou Y. Bivariate random effects meta-analysis of diagnostic studies using generalized linear mixed models. Medical Decision Making : An International Journal of the Society For Medical Decision Making. 30: 499-508. PMID 19959794 DOI: 10.1177/0272989X09353452  0.366
2009 Nie L, Chu H, Feng S. Estimating variance parameters from multivariate normal variables subject to limit of detection: MLE, REML, or Bayesian approaches? Statistics in Medicine. 28: 2605-16. PMID 19598183 DOI: 10.1002/Sim.3644  0.34
2009 Chu H, Chen S, Louis TA. Random Effects Models in a Meta-Analysis of the Accuracy of Two Diagnostic Tests Without a Gold Standard. Journal of the American Statistical Association. 104: 512-523. PMID 19562044 DOI: 10.1198/Jasa.2009.0017  0.329
2009 Chu H, Cole SR, Wei Y, Ibrahim JG. Estimation and inference for case-control studies with multiple non-gold standard exposure assessments: with an occupational health application. Biostatistics (Oxford, England). 10: 591-602. PMID 19515637 DOI: 10.1093/Biostatistics/Kxp015  0.306
2009 Chu H, Nie L, Cole SR, Poole C. Meta-analysis of diagnostic accuracy studies accounting for disease prevalence: alternative parameterizations and model selection. Statistics in Medicine. 28: 2384-99. PMID 19499551 DOI: 10.1002/Sim.3627  0.339
2009 Chu H, Guo H. A unification of models for meta-analysis of diagnostic accuracy studies. Biostatistics (Oxford, England). 10: 201-3. PMID 19039031 DOI: 10.1093/Biostatistics/Kxn040  0.307
2008 Chu H, Nie L, Kensler TW. A Bayesian approach estimating treatment effects on biomarkers containing zeros with detection limits. Statistics in Medicine. 27: 2497-508. PMID 18167630 DOI: 10.1002/Sim.3170  0.361
2008 Chu H, Nie L, Zhu M. On estimation of bivariate biomarkers with known detection limits Environmetrics. 19: 301-317. DOI: 10.1002/Env.868  0.356
2007 Cox C, Chu H, Schneider MF, Muñoz A. Parametric survival analysis and taxonomy of hazard functions for the generalized gamma distribution. Statistics in Medicine. 26: 4352-74. PMID 17342754 DOI: 10.1002/Sim.2836  0.326
2007 Cole SR, Chu H, Brookmeyer R. Confidence intervals for biomarker-based human immunodeficiency virus incidence estimates and differences using prevalent data American Journal of Epidemiology. 165: 94-100. PMID 17056640 DOI: 10.1093/Aje/Kwj344  0.336
2006 Chu H, Cole SR. Bivariate meta-analysis of sensitivity and specificity with sparse data: a generalized linear mixed model approach. Journal of Clinical Epidemiology. 59: 1331-1332. PMID 17098577 DOI: 10.1016/J.Jclinepi.2006.06.011  0.326
2006 Chu H, Cole SR. Estimating biomarker-based HIV incidence using prevalence data in high risk groups with missing outcomes. Biometrical Journal. 48: 772-779. PMID 17094342 DOI: 10.1002/Bimj.200510267  0.347
2006 Chu H, Wang Z, Cole SR, Greenland S. Sensitivity analysis of misclassification: a graphical and a Bayesian approach. Annals of Epidemiology. 16: 834-41. PMID 16843678 DOI: 10.1016/J.Annepidem.2006.04.001  0.34
2006 Nie L, Chu H, Cole SR. A general approach for sample size and statistical power calculations assessing the effects of interventions using a mixture model in the presence of detection limits Contemporary Clinical Trials. 27: 483-491. PMID 16769254 DOI: 10.1016/J.Cct.2006.04.007  0.36
2006 Scharfstein DO, Halloran ME, Chu H, Daniels MJ. On estimation of vaccine efficacy using validation samples with selection bias. Biostatistics (Oxford, England). 7: 615-29. PMID 16556610 DOI: 10.1093/Biostatistics/Kxj031  0.325
2006 Chu H, Nie L, Cole SR. Sample size and statistical power assessing the effect of interventions in the context of mixture distributions with detection limits. Statistics in Medicine. 25: 2647-2657. PMID 16456897 DOI: 10.1002/Sim.2503  0.366
2006 Cole SR, Chu H, Brookmeyer R. Confidence Intervals for Biomarker-Based Hiv Incidence Estimates using Prevalent Data American Journal of Epidemiology. 163. DOI: 10.1093/Aje/163.Suppl_11.S74-D  0.304
2005 Chu H, Nie L. A note on comparing exposure data to a regulatory limit in the presence of unexposed and a limit of detection Biometrical Journal. 47: 880-887. PMID 16450859 DOI: 10.1002/Bimj.200510174  0.326
2005 Cole SR, Chu H. Effect of acyclovir on herpetic ocular recurrence using a structural nested model. Contemporary Clinical Trials. 26: 300-310. PMID 15911464 DOI: 10.1016/J.Cct.2005.01.009  0.341
2005 Chu H, Kensler TW, Muñoz A. Assessing the effect of interventions in the context of mixture distributions with detection limits. Statistics in Medicine. 24: 2053-67. PMID 15803450 DOI: 10.1002/Sim.2079  0.329
2005 Chu H, Moulton LH, Mack WJ, Passaro DJ, Barroso PF, Muñoz A. Correlating two continuous variables subject to detection limits in the context of mixture distributions Journal of the Royal Statistical Society. Series C: Applied Statistics. 54: 831-845. DOI: 10.1111/J.1467-9876.2005.00512.X  0.36
2004 Chu H, Halloran ME. Estimating vaccine efficacy using auxiliary outcome data and a small validation sample. Statistics in Medicine. 23: 2697-711. PMID 15316953 DOI: 10.1002/Sim.1849  0.321
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