RESEARCH INTERESTS
RESEARCH INTERESTS
Survival analysis, semiparametric inference, two-phase sampling, missing data, measurement error
Biostatistics, AIDS/HIV, sickle cell disease, chronic kidney disease, electronic health records
Survival analysis, semiparametric inference, two-phase sampling, missing data, measurement error
Biostatistics, AIDS/HIV, sickle cell disease, chronic kidney disease, electronic health records
Cao, X., Zhou, Q., Cai, J. and Zhou, H. (2025). Semiparametric Inference for a Two-phase Failure-time-auxiliary-dependent Sampling Design. Statistics in Medicine, in press.
Zhou, Q. and Cao, X. (2025). Improving Estimation Efficiency for Case-cohort Studies with a Cure Fraction. Biometrics, in press.
Du, M. and Zhou, Q. (2025). Analysis of Informatively Interval-censored Case-cohort Studies with the Application to HIV Vaccine Trials. Communications in Mathematics and Statistics, 13, 195-215.
Zhou, Q. and Wong, K. Y. (2024). Improving Estimation Efficiency of Case-cohort Studies with Interval-censored Failure Time Data. Statistical Methods in Medical Research, 33, 1673-1685.
Sun, Y., Zhou, Q. and Gilbert, P. (2023). Analysis of the Cox Model with Longitudinal Covariates with Measurement Errors and Partly Interval Censored Failure Times, with Application to an AIDS Clinical Trial. Statistics in Biosciences, 15, 430-454. (This manuscript won 2024 Statistics in Biosciences Best Paper Award.)
Wong, K. Y., Zhou, Q. and Hu, T. (2022). Semiparametric Regression Analysis of Doubly-censored Data with Applications to Incubation Period Estimation. Lifetime Data Analysis, 29, 87-114.
Zhou, Q., Sun, Y. and Gilbert, P. B. (2021). Semiparametric Regression Analysis of Partly Interval-censored Failure Time Data with Application to an AIDS Clinical Trial. Statistics in Medicine, 40, 4376-4394.
Zhou, Q., Cai, J. and Zhou, H. (2021). Semiparametric Regression Analysis of Case-cohort Studies with Multiple Interval-censored Disease Outcomes. Statistics in Medicine, 40, 3106-3123.
Du, M., Zhou, Q., Zhao, S. and Sun, J. (2021). Regression Analysis of Case-cohort Studies in the Presence of Dependent Interval Censoring. Journal of Applied Statistics, 48, 846-865.
Zhou, Q., Cai, J. and Zhou, H. (2020). Semiparametric Inference for a Two-stage Outcome-dependent Sampling Design with Interval-censored Failure Time Data. Lifetime Data Analysis, 26, 85-108.
Zhou, Q., Cai, J. and Zhou, H. (2018). Outcome-dependent Sampling with Interval-censored Failure Time Data. Biometrics, 74, 58-67. (This manuscript won 2017 ASA Statistics in Epidemiology Norman Breslow Award.)
Zhou, Q., Zhou, H. and Cai, J. (2017). Case-cohort Studies with Interval-censored Failure Time Data. Biometrika, 104, 17-29.
Zhou, Q., Hu, T. and Sun, J. (2017). A Sieve Semiparametric Maximum Likelihood Approach for Regression Analysis of Bivariate Interval-censored Failure Time Data. Journal of the American Statistical Association, T&M, 112, 664-672. (This manuscript won 2015 ASA Biopharmaceutical Award.)
Hu, T., Zhou, Q. and Sun, J. (2017). Regression Analysis of Bivariate Current Status Data Under the Proportional Hazards Model. Canadian Journal of Statistics, 45, 410-424.
Ataga, K. I., Zhou, Q., Saraf, S. L., Hankins, J. S., Ciccone, E., Loehr, L. R., Garrett, M. E., Ashley-Koch, A. E., Cai, J., Telen, M. J. and Derebail, V. K. (2023). Sex Differences in Progression of Kidney Disease in Sickle Cell Anemia. Haematologica, 108, 1436-1441.
Ataga, K. I., Zhou, Q., Saraf, S. L., Hankins, J. S., Ciccone, E., Loehr, L. R., Ashley-Koch, A. E., Garrett, M. E., Cai, J., Telen, M. J. and Derebail, V. K. (2022). Longitudinal Study of Glomerular Hyperfiltration in Adults with Sickle Cell Anemia: A Multicenter Pooled Analysis. Blood Advances, 6, 4461-4470.
Derebail, V. K., Zhou, Q., Ciccone, E., Cai, J. and Ataga, K. I. (2021). Longitudinal Study of Glomerular Hyperfiltration and Normalization of Estimated Glomerular Filtration in Adults with Sickle Cell Disease. British Journal of Haematology, 195, 123-132.
Ataga, K. I., Zhou, Q., Derebail, V. K., Saraf, S. L., Hankins, J. S., Loehr, L. R., Garrett, M. E., Ashley-Koch, A. E., Cai, J. and Telen, M. J. (2020). Rapid Decline in Estimated Glomerular Filtration Rate in Sickle Cell Anemia: Results of a Multicenter Pooled Analysis. Haematologica, 106, 1749-1753.
Derebail, V., Zhou, Q., Ciccone, E., Cai, J. and Ataga, K. I. (2019). Rapid Decline in Estimated Glomerular Filtration Rate is Common in Adults with Sickle Cell Disease and Associated with Increased Mortality. British Journal of Haematology, 186, 900-907.
Derebail, V., Ciccone, E., Zhou, Q., Kilgore, R., Cai, J., and Ataga, K. I. (2019). Progressive Decline in Estimated GFR in Patients with Sickle Cell Disease: An Observational Cohort Study. American Journal of Kidney Diseases, 74, 47-55.
Heimlich, J. B., Chipoka, G., Elsherif, L., David, E., Ellis, G., Kamthunzi, P., Krysiak, R., Mafunga, P., Zhou, Q., Cai, J., Gopal, S., Key, N. S. and Ataga, K. I. (2018). Nephrin as a Biomarker of Sickle Cell Glomerulopathy in Malawi. Pediatric Blood & Cancer, 65, e26993.
Biese, K. J., Busby-Whitehead J., Cai, J., Stearns S. C., Roberts, E., Mihas, P., Emmett, D., Zhou, Q., Farmer, F., and Kizer, J. S. (2018). Telephone Follow-up for Older Adults Discharged to Home from the Emergency Department: A Pragmatic Randomized Controlled Trial. Journal of the American Geriatrics Society, 66, 452-458.
Kobernick, A., Peden, D., Zhou, H., Zhou, Q., Dillon, M. and Alexis, N. (2016). Reproducibility of the Inflammatory Response to Inhaled Endotoxin in Healthy Volunteers. Journal of Allergy and Clinical Immunology, 138, 1205-1207.
Sun, J., Zhou, Q. and Chen, D. G. (2018). Clinical Trials: Interval-censored Failure Time Data. Encyclopedia of Biopharmaceutical Statistics, 4th Edition, CRC Press.