2025
统计方法研究
1. Sun A, Zhou XH*. Estimation of diagnostic test accuracy without gold standards. Statistics in Medicine. 2025 Feb 10;44(3-4):e10315.
2. Sun L, Wei P, Zhou J, Zhou XH*. Time‐Dependent ROC Curve for Multiple Longitudinal Biomarkers and Its Application in Diagnosing Cardiovascular Events. Statistics in Medicine. 2025 Feb 28;44(5):e10318.
3. Song Q, Hu T, Liang B, Li S, Li Y, Wu J, Wang S, Zhou X*. cascAGS: Comparative Analysis of SNP Calling Methods for Human Genome Data in the Absence of Gold Standard. Interdisciplinary Sciences: Computational Life Sciences. 2025 Mar;17(1):1-1.
4. He J, Qiu Y, Zhou XH*. Positive-definite regularized estimation for high-dimensional covariance on scalar regression. Biometrics. 2025 Mar;81(1):ujaf017.
5. Jiang K, Lai XX, Yang S, Gao Y, Zhou XH*. A practical analysis procedure on generalizing comparative effectiveness in the randomized clinical trial to the real-world trial-eligible population. Journal of Biopharmaceutical Statistics. 2025 May 1:1-3.
6. Deng Y, Han S, Zhou XH*. Inference for Cumulative Incidences and Treatment Effects in Randomized Controlled Trials With Time‐to‐Event Outcomes Under ICH E9 (R1). Statistics in Medicine. 2025 May;44(10-12):e70091.
7. Chen H, Guo D, Guo Y, He Y, Liu D, Liu L, Yin Y, Zhou XH*. Cooperative differential network learning with hub detection for multicenter neuroimaging data. The Annals of Applied Statistics. 2025 Jun;19(2):1578-602.
8. Li X, Zhou XH*. Temporal visiting-monitoring feature interaction learning for modelling structured electronic health records. Knowledge-Based Systems [Internet]. 2025 Jul 23;327:114155
9. Sun A, Li Y, Zhou XH*. Biomarker combination based on the Youden index with and without gold standard. Statistics in Medicine. 2025 Aug;44(18-19):e70189.
10. Hou L, Chen H, Zhou XH*. MR-EILLS: an invariance-based Mendelian randomization method integrating multiple heterogeneous GWAS summary datasets. Nature Communications. 2025 Aug 18;16(1):7668.
11. Qianchen Tai and Zhou XH*. Simultaneous Adjustment of Nonignorable Verification Bias and Imperfect Gold standard Bias in Diagnostic Test Studies. Annals of Applied Statistics. 2025 (Accepted in August)
12. Zhou Y, Deng Y, Tian YS, Wu P, Hu W, Wang H, Steyerberg E, Zhou XH*. CSTEapp: An interactive R-Shiny application of the covariate-specific treatment effect curve for visualizing individualized treatment rule. SoftwareX. 2025 Dec 1;32:102352.
医学领域研究
13. Yang Z, Qi Y, Sun J, Liu J, Wang M, Deng Q, Hao Y, Yang N, Ji Z, Zhou XH, Liu J. Disentangling the inverse LDL-C-hemorrhagic stroke association in Chinese adults with hypertension: findings from the Chinese Multi-provincial Cohort Study. American journal of epidemiology. 2025 May;194(5):1389-98.
14. Deng Y, Li S, Li J, Tao X, Li Y, You C, Zhou X. Enhancing mortality prediction in intensive care units: improving APACHE II, SOFA, and SAPS II scoring systems using long short-term memory. Internal and Emergency Medicine. 2025 May 5:1-0.
15. Zhou H, Shi Y, Zhou X. Comparison of nine insulin resistance surrogates for predicting cardiovascular disease: a cohort study. Diabetology & Metabolic Syndrome. 2025 Aug 31;17(1):365.
16. Xu Q, Li Y, Xin B, Wang C, Tao X, Li S, Xiong H, Zhou X, Wang L, Zhao W. An international prognostic index to predict the early chemoimmunotherapy failure of diffuse large B-cell lymphoma. Annals of Hematology. 2025 Sep 10:1-1.
2024
统计方法研究
17. Wu P, Tan Z, Hu W, Zhou XH*. Model-Assisted Inference for Covariate-Specific Treatment Effects with High-dimensional Data. Statistica Sinica.2024; 34: 459-479.
18. Li HX, Zheng CY, Wang S, Wu K, Wang E, P Wu, Geng Z, Chen X, Zhou XH*. Relaxing the Accurate Imputation Assumption. Proceedings of the 41st International Conference on Machine Learning, 2024
19. Li HX, Zheng CY, Wang W, Wang E, Feng F, and Zhou XH*. 2024. Denoising Recommendation on Data Missing Not at Random. .In Proceedings of August 25–29, 2024 (KDD). ACM, New York, NY, USA
20. Song QQ, Hu TB, Liang BS, Li SH, Li Y., Wu JB, Wang S, and Zhou XH*. cascAGS: Comparative Analysis of SNP Calling Methods for Human Genome Data in the Absence of Gold Standard. Interdiscip Sci. 2024 Oct 23.
21. Hu T and Zhou XH*. Debiasing the Conversion Rate Prediction Model in the Presence of Delayed Implicit Feedback. Entropy 2024 Sep 15;26(9):792
22. Sun J, Hu W, Zhou XH*. Drug Efficacy Estimation for Follow-on Companion Diagnostic Devices Through External Studies. Stat Med. 2024 Dec 20;43(29):5605-5617
23. Sun J, Tang C, Xie W, and Zhou XH*. Nonparametric receiver operating characteristic curve analysis with an imperfect gold standard. Biometrics; 80, Issue 3, September 2024
24. Wang R, Wang Q, Miao W, Zhou XH. Sharp Bounds for Variance of Treatment Effect Estimators in The Presence of Covariates. Statistica Sinica, 34; 999-1021
医学领域研究
25. Yang W, Yi D, Zhou X, Leng Y. Translational analysis of data science and causal learning in real-world clinical evaluation of traditional Chinese medicine. Science of Traditional Chinese Medicine. 2024 Mar 1;2(1):57-65.
26. Li Y, Tao X, Ye S, Tai Q, You YA, Huang X, Liang M, Wang K, Wen H, You C, Zhang Y. A T-cell-derived 3-gene signature distinguishes SARS-CoV-2 from common respiratory viruses. Viruses. 2024 Jun 26;16(7):1029.
27. Xu R, Sheng R, Lin W, Jiang S, Zhang D, Liu L, Lei K, Li X, Liu Z, Zhang X, Wang Y. Mettl3 modulates Ctsk+ lineage supporting cranial osteogenesis via hedgehog. Journal of Dental Research. 2024 Jul;103(7):734-44.
28. Zhang Z, Wang Y, Yang W, Liu T, Wang C, Huang C, Xu Y, Chen X, Zhou J, Wang Y, Zhou X. Metabolomic landscape of renal cell carcinoma in von Hippel-Lindau syndrome in a Chinese cohort. Iscience. 2024 Jul 19;27(7).
2023
统计方法研究
29. Qiu Y, Sun J, Zhou XH*. Unveiling the Unobservable: Causal Inference on Multiple Derived Outcomes. Journal of the American Statistical Association. 2023;1-12.
30. Miao W*, Hu W, Ogburn E.L., Zhou XH*. Identifying Effects of Multiple Treatments in the Presence of Unmeasured Confounding. Journal of the American Statistical Association. 2023; 16: 1953-1967.
31. Han S, Zhou XH*. Defining estimands in clinical trials: A unified procedure. Statistics in medicine. 2023; 42(12): 1869–1887.
32. Li H, Hu T, Xiong Z, Zheng C, Feng F, He X, Zhou XH*. ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction. In Proceedings of the 17th ACM Conference on Recommender Systems. 2023; 682-687. (top computer science conference paper)
33. You C, Ormerod J. T., Li X, Pang CH, Zhou XH*. An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression. Journal of Computational and Graphical Statistics.2023; 32(3): 782–792.
34. Maidman A, Wang L, Zhou XH, Sherwood B*. Quantile Partially Linear Additive Model for Data with Dropouts and an Application to Modeling Cognitive Decline. Statistics in Medicine. 2023; 16: 2729-2745.
35. Li HX , Dai Q, Li Y, Lyu Y, Dong ZH, Zhou XH, Wu P. Multiple Robust Learning for Recommendation. The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23) 2023
医学领域研究
36. Yang Z, Han S, Wu P, Wang M, Li R, Zhou XH, Li H. Modeling Posttreatment Prognosis of Skin Lesions in Patients With Psoriasis in China. JAMA Netw Open. 2023 Apr 3;6(4):e236795. doi: 10.1001/jamanetworkopen.2023.6795. PMID: 37022681; PMCID: PMC10080370.
37. Zhang, Zongpeng; Ji, Taoyun; Xiao, Mingqing ; Wang, Wen; Yu, Guojing; Lin, Tong; Jiang, Yuwu; Zhou, Xiaohua; Lin, Zhouchen(2023). Efficient and Generalizable Cross-patient Epileptic Seizure Detection through Spiking Neural Network. Frontiers in Neuroscience https:// 10.1016/j.bspc.2023.105664
38. Liu, W., Lin, N., Feng, X., Xie, Y., You, C., Zhou, X., Song, Y., & Zhu, J. (2023). Long-term survival benefit of anti-PD-1 therapy in patients with relapsed or refractory classical Hodgkin lymphoma. Signal transduction and targeted therapy, 8(1), 356. （IF39,医学1区）
39. Lai X, Fang Z, Dong Z, Wu S, Zhou X, Gao Y. A propensity score matched comparison of blood pressure lowering in essential hypertension patients treated with antihypertensive Chinese herbal Medicine: comparing the real-world registry data vs. randomized controlled trial. Clin Exp Hypertens. 2023;45(1):2249269. doi:10.1080/10641963.2023.2249269(医学1区)
40. Chen H, Wang Y, Ji T, Jiang Y, Zhou XH. Brain functional connectivity-based prediction of vagus nerve stimulation efficacy in pediatric pharmacoresistant epilepsy [published online ahead of print, CNS Neurosci Ther. 2023;10.1111/cns.14257. doi:10.1111/cns.14257
41. Zhang D, Wang Y, Meng Z, Feng L, Cao K, Li T, Gao Y, Zhou X, Zhang C. Corrigendum to "Efficacy of Diterpene Ginkgolides Meglumine injection in elderly patientswith ischemic stroke: A post hoc analysis of a randomized controlled trial" Phytomedicine. Phytomedicine. 2023. doi: 10.1016/j.phymed.2022.154505. （医学1区）
42. He,J；Song,J；Zhou,XH*; Hou Y. A screening method for ultra-high dimensional features with overlapped partition structures. Statistical Methods in Medical Research 2023 1;32(1):22-40
43. Han, S.; Zhang, T.; Lyu, Y.; Lai, S.; Dai, P.; Zheng, J.; Yang, W.; Zhou, X.-H*.; Feng, L. Influenza's Plummeting during the COVID-19 Pandemic: The Roles of Mask-Wearing, Mobility Change, and SARS-CoV-2 Interference. Engineering. 2023 2:21:195-202
2022
统计方法研究
44. Wang R., Wang Q., Miao W., Zhou XH. Sharp Bounds for Variance of Treatment Effect Estimators in The Presence of Covariates. Statistica Sinica, in press (2022). DOI:10.48550/arXiv.2011.09829
45. Wu P., Li H., Deng Y., Hu W., Dai Q., Dong Z., Sun J., Zhang R., Zhou XH. On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges. In IJCAI, 2022. (CCF A, Full, Accept Rate: 18%)
46. Dai Q., Wu P., Li H., Dong Z., Zhou XH., Zhang R., Sun J. A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction. Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2022. (CCF A, Full Research, Accept Rate: 15%)
47. Liu X., Sun J., Zhou XH. A novel regression method for the analysis of multireader multicase-free-response receiver operating characteristics studies. Statistics in Medicine, 2022. DOI: 10.1002/sim.9400
48. Wang L., Zhou XH. Comparing the accuracy of screening tests with verification of disease status restricted to test positives. Statistics in Medicine, 2022. DOI: 10.1002/sim.9306
49. He Y., Deng Y., You C., Zhou XH. Equivalence tests for ratio of means in bioequivalence studies under crossover design. Statistical Methods in Medical Research, 2022. DOI: 10.1177/09622802221093721
50. Liu Y., Ying G., Quinn G., Zhou, XH., Chen Y. Extending Hui-Walter framework to correlated outcomes with application to diagnosis tests of an eye disease among premature infants. Statistics in Medicine, 2022. DOI: 10.1002/sim.9269
51. Zhang H., Li Y., Lin Q., Zhou XH. Feng G. Hypothesis testing methods for multi-reader multi-case studies. Biostatistics and Epidemiology, 2022. DOI: 10.1080/24709360.2022.2075603
52.
53. Wu P., Tong X., Wang Y., Liang J., Zhou XH. Robust quasi-oracle semiparametric estimation of average causal effects. Biostatistics and Epidemiology, 2022. DOI: 10.1080/24709360.2022.2031808
54. Tan Y., Zhang Y., Cheng X., Zhou XH. Statistical inference using GLEaM model with spatial heterogeneity and correlation between regions. Scientific Reports, 2022. DOI: 10.1038/s41598-022-18775-8
55. Qian K., Zhou XH. Weighted Log-Rank Test for Clinical Trials with Delayed Treatment Effect Based on a Novel Hazard Function Family. Mathematics, 2022. DOI: 10.3390/math10152573
医学领域研究
56. Dong R., Hu T., Zhang Y., Li Y., Zhou XH. Assessing the Transmissibility of the New SARS-CoV-2 Variants: From Delta to Omicron. Vaccines 2022. DOI: 10.3390/vaccines10040496
57. Li Y., Zhang Y., Liang M., Zhang Y., Ma X., Zhang Y., Zhou XH. Lack of evolutionary changes identified in SARS-CoV-2 for the re-emerging outbreak of COVID-19 in Beijing China. Biosafety and Health 2022. DOI: 10.1016/j.bsheal.2021.12.001
58. Wang R., Wang J., Hu T., Zhou XH. Population‐Level Effectiveness of COVID‐19 Vaccination Program in the United States: Causal Analysis Based on Structural Nested Mean Model. Vaccines 2022. DOI: 10.3390/vaccines10050726
59. Zhou F., Hu T., Zhang XY, Lai K., Chen J., Zhou XH. The association of intensity and duration of non-pharmacological interventions and implementation of vaccination with COVID-19 infection death and excess mortality: Natural experiment in 22 European countries. Journal of Infection and Public Health 2022. DOI: 10.1016/j.jiph.2022.03.011
60. 尤翀，张云俊，张原，周晓华。基于新型数学和统计模型的新冠肺炎发生和发展规律的研究成果回顾与展望 中国科学基金专刊 2022
2021
统计方法研究
61. Li X., Miao W., Lu F., Zhou XH. Improving efficiency of inference in clinical trials with external control data. Biometrics. 2021;1-10. DOI: 10.1111/biom.13583
62. Zhou J., Zhou XH., Sun L. Comparison of Two Frameworks for Analyzing Longitudinal Data. Statistical Science 2021; 36:4, 530–541
63. Qiu Y., Tao J., Zhou XH. Inference of Heterogeneous Treatment Effects Using Observational Data with High-Dimensional Covariates. Journal of the Royal Statistical Society Series B. 2021; 83:1016-1043.
64. Miao M., Meng F., Liu Y., Zhou XH., Zhou J. 2021. Prevent the Language Model from being Overconfident in Neural Machine Translation. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 3456–3468, Online. Association for Computational Linguistics.
65. Deng Y., You C., Liu Y., Qin J., Zhou XH. Estimation of incubation period and generation time based on observed length-biased epidemic cohort with censoring for COVID-19 outbreak in China. Biometrics. 2021; 77:929–941. https://doi.org/10.1111/biom.13325
66. Hattori S., Zhou XH. Summary concordance index for meta-analysis of prognosis studies with a survival outcome. Statistics in Medicine. 2021; 40:5218–5236.
67. Deng Y., Chen F., Li Y., Qian K., Wang R., Zhou XH. A powerful test for the maximum treatment effect in through QT/QTc studies. Statistics in Medicine. 2021; 40:1947–1959.
68. Deng Y., Zhou XH. Caution About Truncation-By-Death in Clinical Trial Statistical Analysis: A Lesson from Remdesivir[J]. China CDC Weekly, 2021,3(25):538-540.
69. Qiu Y., Zhou XH. Inference on Multi-level Partial Correlations Based on Multi-subject Time Series Data. Journal of the American Statistical Association 2021, 00:0, 1-15. DOI: 10.1080/01621459.2021.1917417
70. Han S., Cai J., Yang J., Zhang J, Wu Q., Zheng W., Shi H., Ajelli M., Zhou XH., Yu H. Time-varying optimization of COVID-19 vaccine prioritization in the context of limited vaccination capacity. Nature Communications. 2021, 12(1): 1-10.
71. Li W., Geng Z., Zhou XH. Causal mediation analysis with sure outcomes of random events model. Statistics in Medicine, 2021.
72. Guo W., Zhou XH., Ma S. Estimation of Optimal Individualized Treatment Rules Using a Covariate-Specific Treatment Effect Curve with High-Dimensional Covariates. Journal of American Statistical Association 2021, 116:533, 309-321.
医学领域研究
73. You C., Gai X., Zhang Y., Zhou XH. Determining the Covertness of COVID-19— Wuhan, China, 2020. China CDC Weekly, 2021.
74. Zhou F., You C., Zhang X., Qian K., Hou Y., Gao Y., Zhou, XH. Epidemiological characteristics and factors associated with critical time intervals of COVID-19 in eighteen provinces, China: A retrospective study. International Journal of Infectious Diseases. 2021; DOI: 10.1016/j.ijid.2020.09.1487
75. Zhang, Y., You C., Gai X., Zhou XH. On Coexistence with COVID-19: Estimations and Perspectives，China CDC Weekly 2021(12)50
76. Yang B., Zhang Z., Chen X., Wang X., Qin S., Du L., Yang C., Zhu L., Sun W., Zhu Y., Zheng Q., Zhao S., Wang Q., Zhao L., Lin Y., Huang J., Wu F., Lu L., Wang F., Zheng W., Zhou XH., Zhao X., Wang Z., Sun X., Ye Y., Wang S., Li Z., Qi H., Zhang Z., Kuang D., Zhang L., Shen Z., Liu W. An Asian-specific variant in human IgG1 represses colorectal tumorigenesis by shaping the tumor microenvironment. Journal of Clinical Investigation. 2021
77. Guo L., Yi X., Chen L., Zhang T., Guo H., Chen Y., Cheng J., Cao Q., Liu H., Hou C., Qi L., Zhu Z., Liu Y., Kong R., Zhang C., Zhou XH, Zhang Z, Song T, Xue R., Zhang N. Single cell DNA sequencing reveals punctuated and gradual clonal evolution in hepatocellular carcinoma. Gastroenterology,2021. doi: https://doi.org/10.1053/j.gastro.2021.08.052
2020
统计方法研究
78. Jiang B., Wang T., Wang Y., Xu T., Li L., Huo M., Li X., He Y., Lin Q., Mei B., Zhou XH. Epidemiological and clinical characteristics of 3327 cases of traffic trauma deaths in Beijing from 2008 to 2017: a retrospective analysis. Medicine (2020) 99:1. DOI:10.1097/MD.0000000000018567
79. Qin J., You C., Lin Q., Hu T., Yu S., Zhou XH. Estimation of incubation period distribution of COVID-19 using disease onset forward time: A novel cross-sectional and forward follow-up study. Science Advances. 2020, 6(33). （文章入选为SCI数据库Web of Science高被引论文）
80. Fan Y., Han F., Li W., Zhou XH. On Rank Estimators in Increasing Dimensions. Journal of Econometrics 2020; 379-412
81. Qiu Y., Zhou XH. Estimating c-Level Partial Correlation Graphs with Application to Brain Imaging. Biostatistics 2020; 21: 641-658
82. Huang Y. and Zhou XH. Identification of the optimal treatment regimen in the presence of missing covariates. Statistics in Medicine 2020; 20: 353-368
83. Lin Q., Hu T., and Zhou XH. Estimating the daily trend in the size of the COVID-19 infected population in Wuhan. Infect Dis Poverty 9, 69 (2020).
84. You C., Deng Y., Hu Y., Sun J., Lin Q., Zhou F, Pang C.H., Zhang Y., Chen Z., Zhou XH. Estimation of the time-varying reproduction number of COVID-19 outbreak in China. International Journal of Hygiene and Environmental Health 2020; 228: 113555. 文章入选为SCI数据库Web of Science高被引论文）
85. Sun Z., Luo D., Zhou XH, Zhang Q. Comparative studies on the adequacy check of parametric measurement error models with auxiliary variable. Statistical Papers (2020). 1-29.
86. 李明远，张云俊，周晓华。基于EM算法和流行病学史数据的COVID-19传播模式分析。应用数学学报 2020;43: 427-439
87. 张原，尤翀，蔡振豪，孙嘉瑞，胡文杰，周晓华。新冠肺炎 (COVID-19) 新型随机传播动力学模型及应用。应用数学学报2020;43: 440-451
88. Duan R., Cao M., Ning Y., Zhu M., Zhang B., Aidan M., Chu H., Zhou XH., Jason H. M., Joseph G. I., Daniel O. S., Yong C. Global identifiability of latent class models with applications to diagnostic test accuracy studies: a Groner basis approach. Biometrics 2020; 76:98-108
89. 张云俊，张原，尤翀，周晓华。新型冠状病毒肺炎(COVID-19)传染病传播动力学模型的综述[J]。中华医学科研管理杂志 2020年33卷z1期, E014页, ISTIC, 2020.
90. Li X., Zhang H., Zhou XH. Chinese clinical named entity recognition with variant neural structures based on BERT methods. Journal of Biomedical Informatics, 2020, 107.
医学领域研究
91. Zhang Y., You C. (co-first), Cai Z., Sun J., Hu W., Zhou XH. Prediction of the COVID-19 outbreak in China based on a new stochastic dynamic model. Scientific Report, 2020.
92. You C., Lin Q., Zhou XH. An Estimation of the Total Number of Cases of NCIP (2019-nCoV) — Wuhan, Hubei Province, 2019–2020. China CDC Weekly, 2020, 2(6): 87-91
93. Zhang Y., Li Y., Wang L., Li M., Zhou XH. Evaluating Transmission Heterogeneity and Super-Spreading Event of COVID-19 in a Metropolis of China. Int. J. Environ. Res. Public Health 2020, 17(10), 3705.
94. Han F., Tyler Bonnett T., Brenowitz W.D., Teylan M.A., Besser L.M., Chen Y, Chan G., Cao K., Gao Y., Zhou XH. Estimating associations between antidepressant use and incident mild cognitive impairment in older adults with depression. PLOS One, DOI: 10.1371/journal.pone.0227924
2019
统计方法研究
95. Sheng E., Li W., and Zhou XH. Estimating causal effects of treatment in RCTs with provider and subject noncompliance. Statistics in Medicine 2019; 38: 735-750
96. Fan Y., He M., Su L., and Zhou XH. A Smoothed Q-Learning Algorithm for Estimating Optimal Dynamic Treatment Regimes. Scandinavian Journal of Statistics 2019; 46: 361-660
97. Yu D., Ding C., He N., Wang R., Zhou XH., Shi L. Robust estimation and confidence interval in meta-regression models. Computational Statistics and Data Analysis 2019; 129: 93-118
98. Deng Y., Zhou XH. Methods to control the empirical type I error rate in average bioequivalence tests for highly variable drugs. Statistical methods in medical research, 2019:2147483647-2147483647.
2018
统计方法研究
99. Wu Y., Li Y., Hou Y., Li K., Zhou XH. Study duration for three-arm non-inferiority survival trials designed for accrual by cohorts. Statistical Methods in Medical Research 2018; 27: 507-520.
100. Wang Z., Zhou XH. Biomarker assessment and combination with differential covariate effects and an unknown gold standard, with an application to Alzhiemer's disease. Annals of Applied Statistics 2018; 12: 1204-1227
101. Liu M., He M., and Zhou XH. Modeling Individualized Coefficient Alpha to Measure Quality of Test Score Data. Statistics in Medicine 2018; 37:3230-3243.
102. Zhu K., Huang Y., and Zhou XH. Tree-based ensemble methods for individualized treatment rules. Biostatistics & Epidemiology 2018; 2: 61-83.
103. Taylor L., Zhou XH., Rise P. A Tutorial in Assessing Disclosure Risk in Microdata. Statistics in Medicine 2018; 37: 3693-3706.
104. Yin Y., Cai Z., and Zhou XH. Using secondary outcome to sharpen bounds for treatment harm rate in characterizing heterogeneity, Biometrical Journal 2018; 60: 879-892
105. Yin Y., Zhou XH., Geng Z., Lu F. Assessing the heterogeneity of treatment effects by identifying the treatment benefits harm rate. Statistica Sinica 2018; 28: 137-156.
106. Li W., Jiang Z., Geng Z., and Zhou XH. Identification of causal effects with latent confounding and classical additive errors in treatment. Biometrical Journal 2018;60: 498-515.
医学领域研究
107. Beste L., Chapko M., Zhou XH., Lee S., Esng X., Maier M.M. Hepatitis C cure is associated with decreased healthcare costs in irrhotics in retrospective Veterans Affairs cohort. Digestive Diseases and Sciences 2018; 63:1454-1462.
2017
统计方法研究
108. Ma Y., Zhou XH. Treatment selection in a randomized clinical trial via covariate-specific treatment effect curves. Stat Methods Med Res 2017; 26: 124-141.
109. Zheng C., Zhou XH. Causal mediation analysis on failure time outcome without sequential ignorability. Lifetime Data Analysis 2017; 23: 533-559.
110. Han K, Zhou XH, Liu B. CSTE Curve for Selection the Optimal Treatment When Outcome Is Binary. SCIENCE SINICA Mathematica 2017; 4: 43-60.
111. Wang L., Richardson T., Zhou XH. Causal analysis in multi-arm trials with truncation by death. Journal of Royal Statistical Society Series B 2017; 79: 719-735
112. Wang L., Zhou XH., and Richardson T. S. Identification and Estimation of Causal Effects with Outcomes Truncated by Death. Biometrika 2017;104: 597–612
113. Zhou XH., Wang X., Duncan A., Hu G., Zheng J. Statistical evaluation of adding multiple risk factors improves Framingham stroke risk score. BMC Medical Research Methodology 2017; 17:58.
114. Li W., Zhou XH. Identifiability and Estimation of Causal Mediation Effects with Missing Data. Statistics in Medicine 2017; 36: 3948-3965.
2016
统计方法研究
115. Sheng E., Witten D., and Zhou XH. Hypothesis testing for differentially correlated features. Biostatistics 2016; 17: 677-691.
116. Jin Y., Su Y., Zhou XH., and Huang S. Heterogeneous multimodal biomarkers analysis for Alzheimer's disease via Bayesian network. EURASIP J Bioinform Syst Biol 2016; 1: 1-12.
117. Wang X., Beste L.A., Maier M.M., and Zhou XH. Double robust estimator of average causal treatment effect for censored medical cost data. Statistics in Medicine 2016; 35: 3101-3116.
118. Wang X., Zhou V., Liu Q., Gao Y., and Zhou XH. Evaluation of the accuracy of diagnostic scales for a syndrome in Chinese medicine in the absence of a gold standard. Chinese Medicine 2016; 11: 35.
119. Ding P., Chen H., Geng Z., and Zhou XH. Semiparametric Inference of Complier Average Causal Effect with Nonignorable Missing Outcomes. ACM Transactions on Intelligent Systems and Technology.
120. Bu Y., Zhou XH. Statistical Evaluation of Drug Efficacy for Bridging Study in Companion Diagnostic Test Trials. Journal of Biopharmaceutical Statistics 2016; 26: 1118-1124
121. Hattori S., Zhou XH. Time-dependent summary receiver operating characteristics for meta-analysis of prognostic studies. Statistics in Medicine 2016;26: 4746-4763.
122. Hattori S.,Zhou XH. Evaluation of predictive capacities of biomarkers based on research synthesis. Statistics in Medicine 2016; 35: 4559-4572
医学领域研究
123. Makarov D.V., Hu E., Walter D., Braithwaite R.S., Sherman S., Gold H.T., Zhou XH., Gross C.P., Zeliadt S.B. Appropriateness of Prostate Cancer Imaging among Veterans in a Delivery System without Incentives for Overutilization. Health Services Research 2016; 51: 1021-1051.
124. Besser L.M., Litvan I., Monsell S.E., Mock C., Weintraub S., Zhou XH., Kukull W. Mild cognitive impairment in Parkinson's disease versus Alzheimer's disease. Parkinsonism Relat Disord 2016; 27: 54-60
125. Besser L., Alosco M., Gomez L., Zhou XH., McKee A., Stern R., Gunstad J., Schneider J., Chui H., Kukull W. Late-Life Vascular Risk Factors and Alzheimer’s Disease Neuropathology in Individuals with Normal Cognition. Journal of Neuropathology and Experimental Neurology 2016: 75(10):955-962
126. Zhang Y., Zhou XH., Meranus D.H., Wang L.B., Kukull W.A. Benzodiazepine use and cognitive decline in older adults with normal cognition. Alzheimer Disease & Associated Disorders 2016; 30: 113-117.
127. Monsell S.E., Dodge H.H., Zhou XH., Bu Y., Mock C., Hawes S.E., Kukull W.A., Weintraub S. Results from the NACC Uniform Data Set neuropsychological battery Crosswalk Study. Alzheimer Disease & Associated Disorders 2016; 30: 134-139.
2015
统计方法研究
128. Chen B., and Zhou XH., Chan G. Pseudoempirical-likelihood-based method using calibration for longitudinal data with dropout. JRSS C 2015; 64: 157-174
129. Jin Z., Zhou XH., and He J. Statistical methods for dealing with publication bias in meta-analysis. Statistics in Medicine 2015; 34:343-360. 文章入选为SCI数据库Web of Science高被引论文）
130. Zheng C., Zhou XH. Causal Mediation Analysis in Multi-level Intervention and Multi- component Mediator Case. Journal of Royal Statistical Society Series B (JRSS B) 2015; 77: 581-615.
131. Ding X., Zhou XH., Wang Q. A partially linear single-index transformation model and its nonparametric estimation. Canadian Journal of Statistics 43; 97-117.
132. Wang X., Wang Q., Zhou XH. Partially varying coefficient single-index additive hazard models. Annals of the Institute of Statistical Mathematics 2015; 67: 817-841.
133. Liu W., Zhang B., Zhang Z., Chen B., Zhou XH. A pseudo-likelihood approach for estimating diagnostic accuracy of multiple binary medical tests. Computational Statistics and Data Analysis, 2015, 84, 85-98.
134. Kim E., Zheng D., Zhou XH. Semiparametric transformation models for multiple continuous biomarkers in ROC analysis. Biom J. 2015; 57:808-33.
135. Wu Y., Zhao L., Hou Y., Li K., Zhou XH. Correcting for non-compliance in randomized non-inferiority trials with active and placebo control using structural models. Stat Med 2015; 34: 950-965.
医学领域研究
136. Ke C., Hou Y., Zhang H., Yang K., Wang J., Guo B., Zhang F., Li H., Zhou XH., Li Y., Li K. Plasma metabolic profiles in women are menopause dependent. PLOS ONE 2015;10(11): e0141743.
2014
统计方法研究
137. Peng B., Zhu D., Yang X., Liu L., Huang W., Zhou XH., Yi D. An extended association rule mining strategy for gene relationship discovery from microarray data. Journal of Statistical Computation and Simulation 2014; 84: 384-396.
138. Lai P., Wang Q., Zhou XH. Variables Selection and Semiparametric Efficient Estimation for the heteroscedastic partially linear single-index model. Computational Statistics and Data Analysis 2014; 70: 241–256.
139. Sheng E., Zhou XH., Chen H., Hu G., Duncan A. A new synthesis analysis method for developing a multivariate logistic regression prediction model. Statistics in Medicine 2014; 33: 2567-1576.
140. Lin H., Zhou L., Zhou XH. Semiparametric regression analysis of longitudinal skewed data. Scandinavian Journal of Statistics 2014; 41: 1031-1050.
141. Jin Z., Wu C., Zhou XH., He C. A modified regression method to test publication bias in meta-analyses. BMC Medical Research Methodology 2014, 14:132
142. Zhang T., Zhang X., Ma Y., Zhou XH., Liu Y., Feng Z. Bayesian Spatio-temporal Random Coefficient Time Series (BaST-RCTS) model of infectious disease. Mathematical Biosciences. 2014; 258: 93-100.
医学领域研究
143. Zhao X., Chen F., Feng Z., Li X., Zhou XH. The temporal lagged association between meteorological factors and malaria in 30 counties in south-west China: a multilevel distributed lag non-linear analysis. Malaria Journal. 2014; 13: 57.
144. Zhao X., Cao M., Feng H., Fan H., Feng Z., Li X., Zhou XH. Japanese Encephalitis Risk and Contextual Risk Factors in Southwest China: A Bayesian Hierarchical Spatial and Spatiotemporal Analysis. Int. J. Environ. Res. Public Health; 11: 4201-4217.
145. Sun G.C., Ding X., Zhou XH., Putiti A., Bradley R. Effects of Yi Ren medical Qigong on body weight in people with Type 2 diabetes mellitus: a secondary analysis of a randomized controlled pilot study. J Integrated Med Ther. 2014; 1: 5-10.
146. Yu M., Weiss N.S., Ding X., Katon W.J., Zhou XH., Young B.A. Associations between depressive symptoms and incident ESRD in a diabetic cohort. Clin J Am Soc Nephrol 2014; 9: 920-928.
147. Backhus L., Farjah F., Varghese T.K., Cheng A., Zhou XH., Wood D. K., Zeliadt S.B. Appropriateness of imaging for lung cancer staging in a national cohort. Journal of Clinical Oncology 2014; 32: 3428-3435.
148. Luo X., Wang Y., Wang Z., Zhou XH, Zhao J., Suo J., Dong X., Liu M. Effect modification by sex and smoking status in the association of obesity and atopic sensitization: a hospital case-control study in Chinese adults. BMC Public Health 2014; 14:1105-1112.
149. Zhao X., Chen F., Feng Z., Li X., Zhou XH. Characterizing the effect of temperature fluctuation on the incidence of malaria: an epidemiological study in south-west China using the varying coefficient distributed lag non-linear model. Malaria Journal 2014; 13: 192-201
2013
统计方法研究
150. Tang L. and Zhou XH. A general framework of marker validation designs with optimal allocation. Statistics in Medicine 2013; 32 (4): 620–630.
151. Liu D., Zhou XH. ROC Analysis in Biomarker Combination with Covariate Adjustment. Acad Radiol. 2013; 20(7): 874–882
152. Liu D., Zhou XH. Covariate adjustment in estimating the area under ROC curve with partially missing gold standard. Biometrics 2013; 69: 91-100.
153. Chen B., Zhou XH. Generalized Partially Linear Models for Incomplete Longitudinal Data in the Presence of Population-Level Information. Biometrics 2013; 69(2):386-95.
154. Chen B., Zhou XH. A Correlated Random Effects Model for Non-homogeneous Markov Processes with Nonignorable Missingness. Journal of Multivariate Analysis 2013; 117: 1–13.
155. Sachs M., Zhou XH. Partial summary measures of the predictiveness curve. Biometrical Journal 2013 ;55(4):589-602
156. Duan X., Zhou XH. Composite quantile regression for the receiver operating characteristic curve. Biometrika 2013; 100: 889-900.
157. Li X., Zhou XH., Tian L. Interval Estimation for the Mean of Lognormal Data with Excess Zeros. Statistics and Probability Letters 2013; 83:2447–2453.
158. Sherwood B., Wang L., Zhou XH. Weighted Quantile Regression for Analyzing Health Care Cost Data with Missing Covariates. Statistics in Medicine 2013; 32: 4967-4979.
医学领域研究
159. Sobel M., Moreno K., Yagi M., Kohler T., Tang G., Clowes A., Zhou XH., and Eugenio E. Low Levels of a Natural IgM Antibody are Associated with Vein Graft Stenosis and Failure. J Vasc Surg. 2013; 58: 997-1005.
2012
统计方法研究
160. Rajan K.B., Zhou XH. Regression Method for the Area Under the Curve for Ordinal Outcomes. Biometrical Journal 2012; 54: 143-156.
161. Zhou XH., Chen B., Xie Y., Tian F., Liu H., Liang X. Variable selection using the optimal ROC curve: An application to a Traditional Chinese Medicine study on osteoporosis disease. Statistics in Medicine 2012; 31: 628-635.
162. Zhou XH., Li S., Tian F., Cai B., Xie Y., Pei Y., Kang S., Fan M., Li J. Building a disease risk model of osteoporosis based on traditional Chinese medicine symptoms and western medicine risk factors. Statistics in Medicine 2012; 31: 643-652.
163. Shuai P., Zhou XH., Lao L., Li X. Issues of design and statistical analysis in controlled clinical acupuncture trials: An analysis of English-language reports from Western journals. Statistics in Medicine 2012; 31: 606-618
164. Feng P., Fan M., Zhou XH., Zou Q., Li X. Generalized propensity score in making causal inference for experimental data with multiple treatments Statistics in Medicine 2012; 31: 681-697.
165. Wang Z., Zhou XH. Random effects models for assessing diagnostic accuracy of traditional Chinese doctors in absence of a gold standard. Statistics in Medicine 2012; 31: 661-671.
166. Zhou XH., Ma Y. BATE curve in assessment of clinical utility of predictive biomarkers. Science China Mathematics 2012; 55: 1529-1552.
167. Li J., Zhou XH., Fine J.P. A regression approach to ROC surface, with applications to Alzheimer's disease. Science China Mathematics 2012; 55: 1583-1595.
168. Song X., Zhou XH., Ma S. Nonparametric receiver operating characteristic-based evaluation for survival outcomes. Statistics in Medicine 2012; 2660-26675.
169. Tang L., Zhou XH. A semiparametric separation curve approach for comparing correlated ROC data from multiple markers. J Comput Graph Stat. 2012; 21:662-676.
170. Lin H., Zhou XH., Li G. A direct semiparametric receiver operating characteristic curve regression with unknown link and baseline functions. Statistical Sinica. 2012; 22: 1427-1456.
171. Skaron A., Li K., Zhou XH. Statistical Methods for MRMC ROC Studies. Academic Radiology; 19(12): 1499-1507.
172. Chen B., Zhou XH. A Latent-Variable Marginal Method for Multi-Level Incomplete Binary Data. Statistics in Medicine; 31 (26): 3211–3222.
173. Tang L., Liu A., Schisterman E. F., Zhou XH. Homogeneity tests of Clustered Diagnostic Markers with Applications to the BioCycle Study. Statistics in Medicine; 31 (28): 3638–3648.
医学领域研究
174. Zhang T., Wu X., Yin M., Fan L., Zhang H., Zhao F., Zhang W., Ke C., Zhang G., Hou Y., Zhou XH., Lou G., Li K. Discrimination between malignant and benign ovarian tumors by plasma metabolomic profiling using ultra performance liquid chromatography/mass spectrometry. Clinica Chimica Acta 2012; 413: 861-868.
175. Fan L., Zhang W., Yin M., Zhang T., Wu X., Zhang H., Sun M., Li Z., Hou Y., Zhou XH., Lou G., Li K. Identification of metabolic biomarkers to diagnose epithelial ovarian cancer using a UPLC/QTOF/MS platform. Acta oncologica 2012; 51; 473-9.
2011
统计方法研究
176. TaylorL., Zhou XH. Methods for clustered encouragement design studies with noncompliance and missing data. Biostatistics; 12: 313-326
177. Lin H., Zhou L., Peng H., Zhou XH. Selection and combination of biomarkers using the optimal ROC curve for disease classification and prediction. Canadian Journal of Statistics 39(2): 324-343.
178. Liu D., Zhou XH. Nonparametric estimation of the covariate-specific ROC curve in presence of ignorable verification bias. Biometrics 2011; 67: 906-916.
179. Wang Z., Zhou XH., Wang M. Evaluation of diagnostic accuracy in detecting ordered symptom statuses without a gold standard. Biostatistics 2011: 12: 567-581.
180. Hubbard R., Zhou XH. A comparison of non-homogeneous Markov regression models with application to Alzheimer's disease progression. Journal of Applied Statistics 2011; 38: 2313-2326.
181. Chen B., Zhou XH. Doubly robust estimates for longitudinal data analysis with missing response and missing covariates. Biometrics 2011; 67: 830-842
182. Ding P., Geng Z., Yan W., Zhou XH. Identifiability and Estimation of Causal Effects by Principal Stratification with Outcomes Truncated by Death. Journal of the American Statistical Association 2011; 106: 1578-1591.
183. Song X., Zhou XH. Evaluating Markers for Treatment Selection Based on Survival Time. Statistics in Medicine 2011; 30: 2251-2264.
184. Chen B., Zhou XH. Non-homogeneous Markov process models with incomplete observations: application to a dementia disease study. Biometrical Journal 2011; 3: 444-463.
185. Tang L., Ming T., Zhou, XH. A Sequential Conditional Probability Ratio Test Procedure for Comparing Diagnostic Accuracy. Journal of Applied Statistics 2011; 38: 1623–1632.
2010
统计方法研究
186. Wang H., Zhou XH. Quantile regression for estimating conditional means of health care costs. Biometrika 2010; 97: 147-158.
187. Lin H., Liu D., Zhou XH. A correlated random-effects model for normal longitudinal data with nonignorable missingness. Statistics in Medicine 2010; 29:236-247.
188. Liu D., Zhou XH. Adjusting for non-ignorable verification bias in estimation of ROC curve and its area with likelihood-based approach. Biometrics 2010; 66: 1119-1128
189. Young K., Laird A., Zhou XH. The efficiency of clinical trial designs for predictive biomarker validation. Clinical Trials 2010; 7 (5): 557-566.
医学领域研究
190. Hernandez S., McClendon M.J., Zhou XH., Sachs M., Lerner A.J. Pharmacological Treatment of Alzheimer's Disease: Effect of Race and Demographic Variables. J Alzheimers Dis. 2010; 19: 665-672.
191. Zhao X., Zhao Q., Chu B., Yang Y., Li F., Zhou XH., Cai J., Cai Z., Yuan C. Prevalence of Compositional Features in Subclinical Carotid Atherosclerosis Determined by High-resolution Magnetic Resonance Imaging in Chinese Patients with Coronary Artery Disease. Stroke. 2010; 41: 1157-1162.
2009
统计方法研究
192. Taylor L., Zhou XH. Multiple imputation methods for treatment noncompliance and missing data. Biometrics 2009; 65：88-95.
193. Zhou XH., Lin H., Johnson E. Nonparametric heteroscedastic transformation regression models for skewed data with an application to health care costs. Journal of Royal Statistical Society Series B (JRSS B) 2009; 70: 1029-1047.
194. Taylor L., Zhou XH. Relaxing latent ignorability in the ITT analysis of randomized studies with missing data and noncompliance. Statistica Sinica 2009; 19: 749-764.
195. Tang L., Zhou XH. Semiparametric inferential procedures for comparing multivariate ROC curves with interaction terms. Statistica Sinica 2009; 19: 1203-1221.
196. Zhou XH., Hu N., Hu G., Root M. Synthesis analysis of regression models with a continuous outcome. Statistics in Medicine 2009; 28: 1620-1635.
197. Chen H., Geng Z., Zhou XH. Identifiability and estimation of causal effects in randomized trials with noncompliance and completely nonignorable missing data (with discussion). Biometrics 2009; 65：675-691.
198. Hsieh H. N., Su H., Zhou XH. Interval estimation for the difference in paired areas under the ROC curves in the absence of a gold standard test. Statistics in Medicine 2009; 28: 3108-3123.
199. Lin H., Zhou XH. A Semi-parametric two-part mixed-effects heteroscedastic transformation model for correlated right-skewed semi-continuous data. Biostatistics 2009; 10(4): 640-658.
200. Li J., Zhou XH. Nonparametric and semiparametric estimation of the three-way receiver operating characteristic surface. Journal of Statistical Planning and Inference. 2009; 139(12): 4133-4142
医学领域研究
201. Luk A. J., Levin G. P., Moore E. E., Zhou XH., Kestenbaum B. R., Choi H. K. Allopurinol and mortality in hyperuricaemic patients. Rheumatology. 2009, 48 (7), 804-806.
202. Hedrick S. C., Guihan M., Sullivan J. H., Zhou XH., Manheim L. M., Forsberg C. W., Mambourg F. J. The Department of Veterans Affairs Assisted Living Pilot Program. Journal of Aging and Health 2009; vol 21: pp190-207.
203. Chapko M. K., Manheim L. M., Guihan M., Sullivan J. H., Zhou XH., Wang L., Mambourg F. J., Hedrick S. C. Assisted Living Pilot Program: Utilization and Cost Finding. Journal of Aging and Health 2009; Vol. 21; pp 208-225.
204. Estes A., Munson J., Koehler E., Zhou XH., Abbott R. D. Parenting stress and psychological functioning among mothers of preschool children with autism and developmental delay Autism. Autism 2009; Vol 13: pp 375-387.
2008
统计方法研究
205. Zhou XH., Li C., Yang Z. Improving interval estimation of binomial proportions. Phil. Trans. R. Soc. A. 2008, 366: 2405-2418.
206. Zhou XH., Cheng H. A computer program forestimating the re-transformed mean in heteroscedastic two-part transformation models. Comput Meth Prog Bio. 2008, 90: 210-216.
207. Song X., Zhou XH. A semiparametric approach for the covariate specific ROC curve with survival outcomes. Statistica Sinica 2008, 8: 947-965.
208. Chi Y., Zhou XH. Receiver operating characteristic surfaces in the presence of verification bias. Journal of Royal Statistical Society Series C (JRSS C) 2008; 57 : 1-23.
209. Tang L., Emerson S., Zhou XH. Nonparametric and semiparametric group sequential methods for comparing accuracy of diagnostic tests. Biometrics 2008; 64: 1137-1145.
210. Zhou XH., Lin H. Semi-parametric maximum likelihood estimates for ROC curves of continuous-scale tests. Statistics in Medicine 2008; 27: 5271-5290.
211. Chi Y., Zhou XH. The need for reorientation toward cost-effective prediction. Statistics in Medicine 2008; 27: 182-184.
医学领域研究
212. Koepsell T.D., Kurland B.F., Zhou XH., Harel O., Kukull W.A. Education, cognitive function, and severity of neuropathology in Alzhemier’s disease. Neurology 2008 May 6; 70: 1732-1739.
213. Xi L., Kiviat N.B., Galloway D.A., Zhou XH., Ho J., Koutsky L.A. Effect of cervical cytologic status on the association between human papillomavirus type 16 DNA load and the risk of cervical intraepithelial neoplasia grade 3. The Journal of Infectious Diseases 2008 Aug 1; Vol. 198 (3), pp. 324-31.
214. Munson J., Daswon G., Sterling L., Beauchaine T., Zhou XH., Koehler E., Lord C., Rogers S., Sigman M., Estes A., Abbott R. Evidence for latent classes of IQ in young children with autism spectrum disorder. American Journal on Mental Retardation 2008 Nov; Vol 113, pp. 439-452.
2007
统计方法研究
215. Mercaldo N., Lau K.F., Zhou XH. Confidence intervals for predictive values with an emphasis to case control studies. Statistics in Medicine 2007; 26(10): 2170-2183.
216. Harel O., Zhou XH. Multiple imputation: Review of theory, implementation, and software. Statistics in Medicine, 2007, 26(16): 3057-3077.
217. Harel O., Zhou XH. Multiple imputation for the comparison of two screening tests in two- phase Alzheimer studies. Statistics in Medicine, 2007, 26(11): 2370-2388.
218. Song X., Ma S., Huang J., Zhou XH. A semiparametric approach for the nonparametric transformation survival model with multiple covariates. Biostatistics, 2007, 8(2): 197-211.
219. Wang L., Zhou XH. Assessing the adequacy of variance function in heteroscedastic regression models. Biometrics 2007; 63: 1218-1225.
220. Zhou XH., Li S., Gatsonis C.A. Wilcoxon-Based Group Sequential Designs for Comparisons of Areas Under Two Correlated Roc Curves. Statistics in Medicine 2007; 27: 213-223.
医学领域研究
221. Koepsell T.D., Chi Y., Zhou XH., Lee W.W., Ramos E.M., Kukull W.A. An alternative method for estimating efficacy of the AN1792 vaccine for Alzheimer disease. Neurology 2007 69(19):1868-72
222. Hedrick S., Chapko M., Manheim L., Sullivan J., Thomas M., Barry S., Zhou XH. Characteristics of residents and providers in the assisted living pilot program. Geronotologist 2007; 47:365-377.
2006
统计方法研究
223. Welsh A., Zhou XH. Estimating The Retransformed Mean in A Heteroscedastic Two-Part Model. Journal of statistical planning and inferences 2006; 136(3): 860-881.
224. Zhou XH., Liang H. Semi-Parametric Single-Index Two-Part Regression Models for Health Care Costs with Zero Values. Computational Statistics & Data Analysis 2006;50(5): 1378-1390.
225. Qin G., Hsu Y.S., Zhou XH. New confidence intervals for the difference between two sensitivities at a fixed level of specificity. Stat Med 2006; 25: 3487-3502.
226. Chen Y., Zhou XH. Interval estimates for the ratio and difference of two lognormal means. Stat Med 2006, 25: 4099-4113.
227. Qin G., Zhou XH. Empirical likelihood inference for the area under the ROC curve. Biometrics 2006, 62: 613-622.
228. Harel O., Zhou XH. Multiple imputation for correcting verification bias. Stat Med 2006; 25: 3769-3786.
229. Dinh P., Zhou XH. Nonparametric statistical methods for cost-effectiveness analyses. Biometrics 2006; 62: 576-588
230. Zhou XH., Qin G., Lin H., Li G. Inferences in censored cost regression models with empirical likelihood. Statistica Sinica 2006, 16: 1213-1232.
231. Zhou XH., Qin G., Maciejewski M.L. Estimating the VA health care cost using a semi-parametric heteroscedastic two-part model. Health Serv Outcomes Res Method 2006, 6: 69-80.
232. Zhou XH., Li S. ITT analysis of randomized encouragement design studies with missing data. Statistics in Medicine 2006; 25: 2737-2761.
2005
统计方法研究
233. Wang L., Zhou XH. A Fully nonparametric diagnostic test for homogeneity of variance. The Canadian Journal of Statistics 2005; 33: 545-558
234. Zhou XH, Qin S. Improved confidence intervals for the sensitivity at a fixed level of specificity of a continuous-scale diagnostic test. Stat Med 2005; 24:465-477.
235. Zhou XH, Qin G. A new confidence interval for the difference between two binomial proportions of paired data. J Stat Plan Inf 2005; 128:527-542.
236. Zhou XH., Dihn P. Nonparametric confidence intervals for one and two-sample problems. Biostatistics 2005; 6:187-200.
237. Song X., Zhou XH. A marginal model approach for analysis of multi-reader multi-test receiver operating characteristic (ROC) data. Biostatistics 2005; 6: 303-312.
238. Zhou XH, Castelluccio P., Zhou C. Nonparametric estimation of ROC curves in the absence of the gold standard. Biometrics 2005; 61: 600-609.
医学领域研究
239. Tierney W.M., Overhage J.M., Murray M.D., Harris L.E., Zhou XH., Eckert GJ, Smith F.E., Nienaber N., McDonald C.J., Wolinsky F.D. Can computer-generated evidence-based care suggestions enhance evidence-based management of asthma and chronic obstructive pulmonary disease? A randomized, controlled trial. Health Serv Res. 2005; 40:477-98.
240. McFall M., Saxon A.T., Thompson C.E., Yoshimoto D., Malte C., Strats-Trster K., Kanter E., Zhou XH., Dougherty C.M., Steele B. Improving the rates of quitting smoking for Veterans with posttraumatic stress disorder. Am J Psychiatry. 2005; 162:1311-9.
241. Duncan G.E., Li S.M., Zhou XH. Age and kidney function are the primary correlates of fasting plasma total homocysteine levels in non-diabetic and diabetic adults. Results from the 1999-2002 National Health and Nutrition Examination Survey. Nutr Metab; 26; 2:13.
242. Katon W.J., Schoenbaum M., Fan M., Callahan C., Williams J., Hunkeler F., Harpole L., Zhou XH., Langston C., Unutzer J. Cost-effectiveness of improving primary care treatment of late-life depression. Arch Gen Psychiatry. 2005 Dec;62(12):1313-20.
243. Duncan G.E., Li S.M., Zhou XH. Cardiovascular fitness among US adults: NHANES 1999-2000 and 2001-2002. Medicine and Science in Sports and Exercise. 2005; 37(8): 1324-8.
2004
统计方法研究
244. Peng L., Zhou XH. Local linear smoothing of receiver operating characteristic (ROC) curves. J Stat Plan Inf 2004; 118: 129-143.
245. Zhou XH., Qin G., Tsao M. New intervals for the difference between two binomial proportions. J Stat Plan Inf 2004; 123: 97-115.
246. Zhou XH., Castellucio P. Adjusting for non-ignorable verification bias in clinical studies for Alzheimer's disease. Stat Med 2004; 23: 221-230.
247. Lui K., Zhou XH. Testing non-inferiority (and equivalence) between two diagnostic procedures in paired-sample ordinal data. Stat Med 2004; 28:545-549.
248. Lui K., Zhou XH., Lin C. Testing Equality between Two Diagnostic Procedures in Paired- Sample Ordinal Data. Biometrical J 2004; 46: 642-652.
249. Ren H., Zhou XH., Liang H. A Flexible Method for Estimating ROC Curve. J Appl Stat 2004; 31: 773-784
250. Jiang H., Zhou XH. Bootstrap confidence intervals for medical costs with censored observations. Stat Med 2004; 18: 3365-3376.
医学领域研究
251. Subramanian U., Fihn S.D., Weinberger W., Plue L., Smith, F.E., Udris E., McDonell M., Eckert G. J., Temkit M., Zhou XH, Yeung A., Chen L., Tierney M.D. A controlled trial of including symptom data in computer-based care suggestions for managing chronic heart failure. American Journal of Medicine 2004; 116: 375-384.
252. Murray M.D., Harris L.E, Overhage J.M., Zhou XH, Eckert G.J., Smith F.E., Buchanan N.N, Wolinsky F.D., McDonald C.J., Tierney W.M. Failure of Computerized Treatment Suggestions to Improve the Health Outcomes of Outpatients with Uncomplicated Hypertension: Results of a Randomized Controlled Trial. Pharmacotherapy 2004: 324-337.
253. Tierney W.M., Brunt M., Dave S., Kesterson J., Zhou XH., L’Italien G., Lapuerta P. Quantifying risk of adverse clinical events with one set of vital signs among primary care patients with hypertension. Annals of Family Medicine 2: 209- 217.
254. Duncan G.E., Li S.M., Zhou XH. Prevalence and trends of a metabolic syndrome phenotype among u.s. Adolescents, 1999-2000. Diabetes Care. 2004; 27:2438-43.
255. Burman M. L., Buchbinder M., Kivlahan D., Broglio K., Zhou XH., Merrill J. O., McDonell M.B., Fihn S. D., and Bradley K. Alcohol-related advice for Veterans Affairs primary care patients: Who gets it? Who gives it? J Stud Alcohol. 2004; 65:621-30.
256. Bradley K.A., Kivlahan D.R., Zhou XH., Sporleder J.L., Epler A.J., McCormick K., Merrill J.O., McDonell M.B., Fihn S.D. Using alcohol screening results and treatment history to assess the severity of at-risk drinking in Veterans Affairs primary care patients. Alcohol Clin Exp Res. 2004; 28:448-55.
2003
统计方法研究
257. Hall P., Zhou XH. Nonparametric estimation of component distributions in a multivariate mixture. Ann Stat 2003; 31: 201-224.
258. Zhou XH, Castellucio P. Nonparametric analysis for the ROC areas of two diagnostic tests in the presence of nonignorable verification bias. J Stat Plan Inf 2003; 115: 193-213.
259. Zhou XH., Ramsey S. Assessing the equality of means of health care costs. Expert review of Pharmacoeconomics and Outcomes Research 2003; 3, 561-567.
医学领域研究
260. Swindle R.W., Helmy A., Rao J., Adams L., Zhou XH., Eckert G., Weinberger M. Integrating clinical nurse specialists into primary care: A randomized controlled trial for patients with depression. International Journal of Psychiatry in Medicine 33, 17-37.
261. Hedrick S.C., Sales A.E.B., Sullivan J., Gray S., Tornatore J., Michael C. M., Zhou XH. Resident outcomes of medicaid-funded community residential care. Gerontologist 43: 473-482.
262. Tierney W.M., Overhage J.M., Murray M.D., Harris L.E., Zhou XH., Eckert G.J., Smith F.E., Nienaber N., McDonald C.J., Wolinsky F.D. Effects of Computerized Guidelines for Managing Heart Disease in Primary Care: A Randomized, Controlled Trial. Journal of General Internal Medicine 18(12):967-976.
2002
统计方法研究
263. Zhang D., Zhou XH., Freeman D.H., Freeman J.L. A non-parametric method for the comparisons of partial areas under ROC curves and its application to large health care data sets. Stat Med 2002; 21:701-715.
264. Zhou XH., Harezlak J. Comparison of kernel smoothing method for ROC curves. Stat Med 2002; 21: 2045 - 2055.
265. Zhou XH. Inferences about population means of health care costs. Stat Methods Med Res 2002; 11: 327-339.
266. Frangakis C.E., Rubin D.B., Zhou XH. Clustered encouragement designs with individual noncompliance: Bayesian inference with randomization, and application to advance directive forms. Biostatistics (with Discussion) 2002: 3: 147-164.
267. Frangakis C.E., Rubin D.B., Zhou XH. Rejoinder to discussions on clustered encouragement designs with individual noncompliance: Bayesian inference with randomization, and application to advance directive forms. Biostatistics 2002; 3: 173-177.
268. Obuchowski N., Zhou XH. Prospective studies of diagnostic test accuracy when disease prevalence is low. Biostatistics 2002; 3: 477-492.
269. Tu W., Zhou XH. A bootstrap confidence interval procedure for the treatment effect using propensity score subclassification. Health Services and Outcomes Research Methodology 2002; 3:135-147.
2001
统计方法研究
270. Zhou XH, Li C., Gao S., Tierney W.M. Methods for testing equality of means of health care costs in a paired design study. Stat Med 2001; 20:1703-1720.
271. Zhou XH., Eckert G., Tierney W.M. Multiple imputation in public health research. Stat Med 2001; 20:1541-1549.
272. Zhou XH., Stroupe K.T., Tierney W.M. Regression analysis of health care charges with heteroscedasticity. J Roy Stat Soc C – App 2001; 50(3): 303-312.
医学领域研究
273. Tierney W.M., Dexter P.R., Gramelspacher G.P., Perkins A.J., Zhou XH., Wolinsky F.D. The effect of discussions about advance directives on patients' satisfaction with primary care. Journal of General Internal Medicine; 16:32-40.
274. Swindle R., Harris L., Kroenke K., Tu W., Zhou XH. Can mental health treatment be effectively delivered in primary care? A primer for employee benefit design, decision makers and an outcome research example. In I. Farquhar, K. Summers, and A. Sorkin (Eds.) Research in human capital and development (14, 343-375). The Netherlands: Elsevier Science Ltd.
275. Kroenke K., West S., Swindle R., Gilsenan A., Eckert G., Dolor R., Stang P., Zhou XH., Hays R., Weinberger M. Similar effectiveness of paroxetine, fluoxetine, and sertraline in primary care: a randomized trial. JAMA, Vol. 286, 2947-2955.
2000
统计方法研究
276. Zhou XH, Higgs R.E. Assessing the relative accuracies of two screening tests in the presence of verification bias. Stat Med 2000; 19:1697-1705.
277. Zhou XH, Gao S. One-sided confidence intervals for means of positively skewed distributions. American Stat 2000; 54:100-104.
278. Zhou XH, Tu W. Confidence intervals for the mean of diagnostic test charge data containing zeros. Biometrics 2000; 56:1118-1125.
279. Zhou XH, Tu W. Interval estimation for the ratio in means of log-normally distributed medical costs with zero values. Comput Stat Data An 2000; 35(2): 201-210.
280. Hirano K., Imbens G.W., Rubin D.B., Zhou XH. Assessing the effect of an influenza vaccine in an encouragement design. Biostatistics 2000; 1:69-88.
281. Rodenberg C.A., Zhou XH. ROC curve estimation when covariates affect the verification process. Biometrics 2000; 56: 1256-62.
282. Tu W., Zhou XH. Pairwise comparisons of the means of skewed data. J Stat Plan Inf 2000; 88(1):59-74.
283. Perkins S.M., Tu W, Underhill M.G., Zhou XH., Murray M.D. The use of propensity scores in pharmacoepidemiologic research. Pharmacoepidem Dr S 2000; 9(1): 93-101.
医学领域研究
284. Tierney W.M., Harris L.E., Gaskins D.L., Zhou XH., Eckert G.L., Bates A.S., Wolinsky F.D. Restricting Medicaid payments for transportation: effects on inner-city patients' health care. American Journal of the Medical Sciences 2000; 319:326-333.
1999
统计方法研究
285. Zhou XH., Brizendine E.J., Pritz M.B. Methods for combining rates from several studies. Stat Med 1999; 18:557-566.
286. Zhou XH., Castellucio P., Hui S.L., Rodenberg C.A. Comparing two prevalence rates in a two-phase design study. Stat Med 1999; 18:1171-1182.
287. Zhou XH, Tu W. Comparison of several independent population means when their samples contain non-zero log-normal and possibly zero observations. Biometrics 1999; 55(2): 645-651.
288. Zhou XH, Perkins A.J., Hui S.L. Comparisons of software packages for generalized linear multilevel models. Am Stat 1999; 53(3): 282-90.
289. Tu W., Zhou XH. A Wald test comparing medical costs based on log-normal distributions with zero value costs. Stat Med 1999; 18:2749-2762.
医学领域研究
290. Katz B.P., Zhou XH., Gao S., Heck D.A., Freund D.A. Revision rates following staged and simultaneous bilateral knee replacement. JCOM 1999;6(8):30-34.
291. Swindle R., Harris L., Tu W., Zhou XH. A primary care model of depression screening, physician intervention and outcomes monitoring feedback: intervention process, three months symptoms and service utilization. International Journal in Psychiatry in Medicine 1999;28(4): 403-404.
292. Smith D.M., Zhou XH., Weinbeger M., Smith F., McDonald R. Mail reminders for area-wide influenza vaccination: A randomized control trial. J Am Geriatrics Soc 1999; 47:1-5
293. Murray M., Loos B., Tu W., Eckert G., Nienaber N., Zhou XH., Tierney W.M. Work patterns of ambulatory care pharmacists with access to electronic guideline-based treatment suggestions. Am J Health-Systems Pharm 1999;56(3):225-232.
1998
统计方法研究
294. Zhou XH. Estimation of the lognormal mean. Stat Med 1998; 17: 2251-2264.
295. Zhou XH., Higgs R. COMPROC and CHECKNORM: Computer programs for comparing accuracies of diagnostic tests using roc curves in the presence of verification. Comput Meth Prog Bio 1998; 57:179-186.
296. Zhou XH. Estimating the mean value of occupational exposures. Am Ind Hyg Assoc J 1998; 59:785-788
297. Zhou XH., Rodenberg C.A. Estimating an ROC curve in the presence of non-ignorable verification bias. Commun Stat 1998; 27(3): 635-637.
298. Zhou XH. Comparing accuracies of two screening tests in a two-phase study for dementia. J Roy Stat Soc C – App 1998; 47:135-147
299. Zhou XH. Comparing correlated areas under the ROC curves of two diagnostic tests in the presence of verification bias. Biometrics 1998:54, 453-470.
300. Zhou XH. Correcting for verification bias in studies of a diagnostic test’s accuracy. Stat Methods Med Res 1998; 7:337-53.
301. Hui S., Zhou XH. Evaluation of diagnostic tests without gold standards. Stat Methods Med Res1998; 7:354-70.
医学领域研究
302. Dexter P.R., Wolinsky F.D., Gramelspacher G.P., Zhou XH, Nienaber N., Eckert G., Waisburd M., Tierney W.M. Effectiveness of computer-generated reminders to increase discussions about advance directives and completion of advance directive forms. Ann Intern Med 1998; 128:102-110.
303. Barkmeier J., Trerotola S.O., Wiebke E., Sherman S., Harris V.J., Snidow J., Johnson M.S., Rogers W., Zhou XH. Percutanenus radiologic, surgical endoscopic, and percutaneous endoscopic gastrostomy/gastrojejunostomy; Comparative study and cost analysis. Cardiovascular and International Radiology. Cardiovasc Intervent Radiol 1998; 21:324-328.
304. McMahan D.A., Smith D.M., Carey M.A., Zhou XH. The risk of major hemorrhage for outpatients treated with warfarin. J Gen Intern Med 1998; 13:311-316.
305. Murray M., Loos B., Tu W., Eckert G., Zhou XH., Tierney W.M. Effect on pharmacist work patterns of computer-based prescribing. J Am Med Inform Assoc 1998; 5:546-553.
1997
统计方法研究
306. Zhou XH., Melfi C.A., Hui S. Methods for comparison of Cost Data. Ann Intern Med 1997; 127(8): 752-756.
307. Zhou XH., Gao S., Hui S. Methods for comparing the means of two independent log-normal samples. Biometrics 1997; 53:1129-1135.
308. Zhou XH., Gao S. Confidence intervals for the lognormal mean. Stat Med 1997; 16: 783-790.
309. Gao S., Zhou XH. An empirical comparison of two semi-parametric approaches for modeling multivariate failure time data. Stat Med 1997; 16:2049-2062.
310. Hui S., Gao S., Zhou XH., Johnston Jr. C.C., Lu Y., Gluer C.C., Grampp S., Genant H. Optimal universal standardization of multiple measurements: Application to dual-energy X-ray absorptiometry. J Bone Miner Res 1997; 12:1463-1470.
医学领域研究
311. Ferguson J.A., Tierney W.M., Westmoreland G.R., Mamlin L.A., Segar D.S., Eckert G.J., Zhou XH., Martin D.K., Weinberger M. Examination of racial differences in management of cardiovascular disease. J Am Coll Cardiol 1997; 30:1707-1713.
312. Tierney W.M., Murray M.D., Zhou XH. Using computer-based medical records to predict mortality risk for inner-city patients with reactive airways disease. J Am Med Informatics Assoc 1997; 4:313-321.
313. Gramelspacher G.P., Zhou XH., Hanna M.P., Tierney W.M. Preferences of physicians and their patients for end-of-care. J Gen Intern Med 1997; 12:346-351.
314. Park H.M., Park Y.H., Zhou XH. Detection of thyroid remnant/metastasis without stunning: an ongoing dilemma. Thyroid 1997; 7:277-279.
315. Overhage J.M., Tierney W.M., Zhou XH., McDonald C.J. Decreasing mistakes in drug/test monitoring using computer generated reminder: A randomized Controlled trial. JAMIA 1997; 4:364-375.
1996
统计方法研究
316. Zhou XH. Empirical Bayes combination of estimated areas under the ROC curves using estimating equations. Med Decis Making 1996; 16:24-28.
317. Zhou XH. A nonparametric maximum likelihood estimator for the receiver operating characteristic curve area in the presence of verification bias. Biometrics 1996; 52:299-306
318. Zhou XH, Gastonis C.A. A simple method for comparing correlated ROC curves using incomplete data. Stat Med 1996; 15:1687-1693.
319. Zhou XH, Katz B.P., Holleman E., Melfi C.A., Dittus R. An empirical Bayes method for studying variation in knee replacement rates. Stat Med 1996; 15:1875-1884.
医学领域研究
320. Trerotola S.O., Johnson M.S.., Schauwecker D.S., Davidson D.D., Filo R.S., Zhou XH., Eckert G.J., Dreesen R.G., Calson K.A., Forney M. Pulmonary emboli from pulse-spray and mechanical thrombolysis: evaluation with an animal dialysis-graft model. Radiology 1996; 200:169-176.
321. Kuhn-Fulton J., Trerotola S., Harris V., Snidow J., Johnson M., Carey M., Zhou XH., Lumeng L. Transjugular intrahepatic portosystemic shunt procedure: Efficacy of 10-mm versus 12 mm Wallstents. Radiology 1996; 199:658-664.
322. Broderick L.S., Shemesh J., Wilensky R.L., Zhou XH., Torres W.E., Balk M.A., Rogers W.J., Conces D.J. Jr., Kopecky K.K. Measurement of coronary artery calcium with dual-slice helical CT compared with coronary angiography: Evaluation of CT scoring methods, interobserver variations and reproducibility. Am J Roentgenol 1996; 167:439-444.
323. Pritz M.B., Zhou XH., Brizendine E.J. Hyperdynamic therapy for cerebral vasospasm: a meta-analysis of 14 studies. J Neurovas Dis 1996; 1:6-8.
324. Tierney W.M., Takesue B.Y., Vargo D.L., Zhou XH. Using electronic medical records to predict mortality in primary care patients with heart disease. J Gen Intern Med 1996; 11:83-91.
325. Ferguson J.A., Suelzer C.J., Eckert G., Zhou XH., Dittus R.S. Risk factors for inpatient delirium tremens development. J Gen Intern Med 1996; 11:410-414.
1995
统计方法研究
326. Zhou XH. Testing an underlying assumption on a ROC curve based on rating data. Med Decis Making 1995; 3:276-282.
医学领域研究
327. Megibow A.J., Zhou XH., Rotterdam H., Francis I.R., Zerhouni E.A., Balfe D.M., Weinreb J.C., Aisen A., Kuhlman J., Heiken J.P., Gastonis C., McNeil B.J. Pancreatic adenocarcinoma: CT versus MR imaging in the evaluation of respectability - report of the Radiology Diagnostic Oncology Group. Radiology 1995; 195:327-332.
1994
统计方法研究
328. Zhou XH. Effect of verification bias on positive and negative predicted values. Stat Med 1994; 3:1737-1745.
医学领域研究
329. Cavallo A., Zhou XH. LHRH test in the assessment of puberty in normal children. Horm Res 1994; 41:10-15.
330. Tempany C.M., Zhou XH., Zerhouni E.A., Rifkin M.D., Quint L.A., Picoli C., Ellis J., McNeil B.J. Staging of prostate cancer with MRI; the results of Radiology Diagnostic Oncology Group project: Comparison of different techniques, including the endorectal coil. Radiology 1994; 192:47-54.
1993
331. Zhou XH. Maximum likelihood estimators of sensitivity and specificity corrected for verification bias. Commun Stat 1993; 22(11): 3177-3198.
1992
332. Zhou XH, Blumenthal S. Two-stage reliability tests for new series systems. J Stat Plan Infer 1992; 33:345-366.
333. Song Q., Asghar N., Ullah A., Liang B., Long M., Hu T., Zhou X. Two-Dose Vaccination Significantly Prolongs the Duration from Symptom Onset to Death: A Retrospective Study Based on 173894 SARS-CoV-2 Cases in Khyber Pakhtunkhwa Pakistan. International Journal of Environmental Research and Public Health 2022. DOI: 10.3390/ijerph191811531
