Publication

  1. Li, Y., Zhou, X., Cao, H. (2022). Statistical analysis of spatially resolved transcriptomic data by incorporating multi-omics auxiliary information. Genetics. Forthcoming.
  2. Cao, H., Chen, J., Zhang, X. (2022). Optimal false discovery rate control for large scale multiple testing with auxiliary information. Annals of Statistics, 50, 807-857.
  3. Cao, H., Wu, W. B. (2022). Testing and estimation for clustered signals. Bernoulli, 28, 525-547.
  4. Sun, Z., Cao, H., Chen, L. (2022). Regression analysis of additive hazards model with sparse longitudinal covariates. Lifetime data analysis, 28, 263-281.
  5. Cao, H., Fine, J. P. (2021). On the proportional hazards model with last observation carried forward covariates. Annals of the Institute of Statistical Mathematics, 73, 115-134.
  6. Wang, Y., Ye, Z.-S., Cao, H. (2021). On computation of semi-parametric maximum likelihood estimators with shape constraints. Biometrics, 77, 113-124.
  7. Guindalini, R. S., Zheng, Y., Abe, H., Whitaker, K., Yoshimatsu, T. F., Walsh, T., Schacht, D., Kulkarni, K., Sheth, D., Verp, M. S., Bradbury, A. R., Churpek, J., Obeid, E., Mueller, J., Khramtsova, G. F., Liu, F., Raoul, A., Cao, H., Romero, I. L., Hong, S., Livingston, R. J., Jaskowiak, N., Wang, X., Debiasi, M., Pritchard, C.C., King, M. C., Karczmar, G. S, Newstead, G. M,. Huo, D., Olopade, O. I. (2019). Intensive surveillance with bi-annual dynamic contrast-enhanced magneti resonance imaging downstages breast cancer in BRCA1 mutation carriers. Clinical Cancer Research, 25, 1786-1794.
  8. Debiasi, M., Polanczyk, C. A., Ziegelmann, P., Barrios, C., Cao, H., Dignam, J. J., Gross, P., Bychkovsky, B., Finkelstein, D. M., Guindalini, R. S., Filho, P., Albuquerque, C., Reinert, T., de Azambuja, E., Olopade, O. (2018). Efficacy of anti-HER2 agents in combination with adjuvant or neoadjuvant chemotherapy for early and locally advanced HER2-positive breast cancer patients: a network meta-analysis. Frontiers in Oncology, 8, 156.
  9. Li, H., Tian, G., Tang, N., Cao, H. (2018). Assessing non-inferiority for incomplete paired-data under non-ignorable missing mechanism. Computational Statistics & Data Analysis, 127, 69-81.
  10. Li, H., Tang, N., Tian, G., Cao, H. (2018). Testing the equality of risk difference among multiple incomplete two-way contingency tables. Statistics and Its Interface, 11, 353-368.
  11. Cao, H., Liu, W., Zhou, Z. (2018). Simultaneous nonparametric regression analysis of sparse longitudinal data. Bernoulli, 24, 3013-3038.
  12. Xiao, J., Cao, H., Chen, J. (2017). False discovery rate control incorporating phylogenetic tree increases detection power in microbiome-wide multiple testing. Bioinformatics, 33, 2873-2881.
  13. Chen, L., Cao, H. (2017). Analysis of asynchronous longitudinal data with partially linear models. Electronic Journal of Statistics, 11, 1549-1569.
  14. O'Donnell, P. H., Alanee, S., Stratton, K. L., Garcia-Grossman, I. R., Cao, H., Ostrovnaya, I., Plimack, E. R., Manschreck, C., Ganshert, C., Smith, N. D., Steinberg, G. D., Vijai, J., Offit, K., Stadler, W. M., Bajorin, D. F. (2016). Clinical evaluation of cisplatin sensitivity of germline polymorphisms in neoadjuvant chemotherapy for urothelial cancer. Clinical Genitourinary Cancer, 14, 511-517.
  15. Karovic, S., Shiuan, E. F., Zhang, S. Q., Cao, H., Maitland, M. L. (2016). Patient-level adverse event patterns in a single-institution study of the multi-kinase inhibitor sorafenib. Clinical and Translational Science, 9, 260-266.
  16. Cao, H., Sen, P. K., Peery, A. F., Dellon, E. S. (2016). Assessing agreement with multiple raters on correlated kappa statistics. Biometrical Journal, 58, 935-943.
  17. Cao, H., Li, J., Fine, J. P. (2016). On last observation carried forward and asynchronous longitudinal regression analysis. Electronic Journal of Statistics, 10, 1155-1180.
  18. Cao H., Wu, W. B. (2015). Changepoint estimation: another look at multiple testing problems. Biometrika, 102,  974-980.
  19. Cao H., Churpek, M. M., Zeng, D., Fine, J. P. (2015). Analysis of the proportional hazards model with sparse longitudinal covariates. Journal of the American Statistical Association, 110 1187-1196.
  20. Cao H., Zeng, D., Fine, J. P. (2015). Regression analysis of sparse asynchronous longitudinal data. Journal of the Royal Statistical Society, Series B, 77, 755-776.
  21. Spiotto, M. T., Cao H., Mell, L., Toback, F. G. (2015). ACE inhibitors predict for acute kidney injury during chemoradiation for head and neck cancer. Anticancer Drugs, 26,  343-349.
  22. Qin, L.-X., Ma, S., Huang, Y.-T., Zhang, H., Cao, H. (2014). Array platform modeling and analysis. Cancer Informatics, 13, 91-93.
  23. Sampedro, G. R., DeDent, A. C., Becker, R. E., Berube, B. J., Gebhardt, M. J., Cao, H., Wardenburg, J. B. (2014). Targeting Staphylococcus aureus alpha-toxin as a novel approach to reduce severity of recurrent skin and soft-tissue infections. The Journal of Infectious Diseases, 210,  1012-1018.
  24. Petri, C. R., O'Donnell, P. H., Cao, H., Artz, A. S., Stock, W., Wickrema, A., Hard, M., van Besien, K. (2014). Clofarabine-associated acute kidney injury in patients undergoing hematopoietic stem cell transplant. Leukemia and Lymphoma, 55,  2866-2873.
  25. Liu, G.-F., Ranck, M. C., Solanki, A. A., Cao, H., Kolokythas, A., Wenig, B. L., Chen, L., Ard, S., Weichselbaum, R. R., Halpern, H., Spiotto, M. T. (2014). Racial parities in outcomes after radiotherapy for head and neck cancer. Cancer, 120,  244-252.
  26. Cao, H., Sun, W., Kosorok, M. R. (2013). The optimal power puzzle: scrutiny of the monotone likelihood ratio assumption in multiple testing. Biometrika, 100, 495-502.
  27. Cao H., LaVange, L. M., Heyse, J. F., Mast, T. C., Kosorok, M. R. (2013). Medical records-based postmarketing safety evaluation of rare events with uncertain status. Journal of Biopharmaceutical Statistics, 23,  744-755.
  28. Grogan, R. H., Kaplan, S. P., Cao, H., Weiss, R. E., Degroot, L. J., Simon, C. A., Embia, O. M., Angelos, P., Kaplan, E. L., Schechter, R. B. (2013). A study of recurrence and death from papillary thyroid cancer with 27 years of median follow-up. Surgery, 154,  1436-1447.
  29. Melkonian, S., Argos, M., Hall, M. N., Chen, Y., Parvez, F., Pierce, B., Cao, H., Aschebrook-Kilfoy, B., Ahmed, A., Islam, T., Slavcovich, V., Gamble, M., Haris, P. I., Graziano, J. H., Ahsan, H. (2013). Urinary and dietary analysis of 18,470 Bangladeshis reveal a correlation of rice consumption with arsenic exposure and toxicity. PLoS ONE, 8,  e80691.
  30. Lan, Y., Lin, C. T., Cao, H. (2012). Evaluating two PTI test procedures for control of delivered dose uniformity for aerosol products. Statistics in Biopharmaceutical Research, 4,  136-148.
  31. Cao, H., Kosorok, M. R. (2011). Simultaneous critical values for t-tests in very high dimensions. Bernoulli, 17,  347-394. [An earlier version won an ENAR Distinguished Student Paper Award]
  32. Peery, A. F., Cao, H., Dominik, R., Shaheen, N. J., Dellon, E. S. (2011). Variable reliability of endoscopic findings with white-light and narrow-band imaging for patients with suspected eosinophilic esophagitis. Clinical Gastroenterology and Hepatology, 9,  475-480.
  33. Becker-Dreps, S., Paniagua, M., Dominik, R., Cao, H., Shah, N. K., Morgan, D. R., Moreno, G., Esplinoza, F. (2010). Changes in childhood diarrhea incidence in Nicaragua following 3 years of universal infant rotavirus immunization. The Pediatric Infectious Disease Journal, 30, 243-247.
  34. Delatte, R., Cao, H., Meltzer-Brody, S., Menard, M. K. (2009). Universal screening for postpartum depression: an inquiry into provider attitudes and practice. American Journal of Obstetrics and Gynecology, 200,  e63-e64.
  35. Cao, H. (2007). Moderate deviations for two sample t-statistics. European Series in Applied and Industrial Mathematics: Probability and Statistics (ESAIM: P & S), 11,  264-271.