Publication
- Liu, C., Sun, Z., Cao, H. (2023). Analysis of mixed sparse synchronous and asynchronous longitudinal data in varying-coefficient regression models. Electronic Journal of Statistics, in press.
- Sun, Z., Cao, H., Chen, L., Fine, J. P. (2023). Analysis of longitudinal data with omitted asynchronous longitudinal covariate. Journal of Statistical Planning and Inference, in press.
- Lyu, P., Li, Y., Wen, X., Cao, H. (2023). JUMP: replicability analysis of high-throughput experiments with applications to spatial transcriptomic studies. Bioinformatics, 39(6).
- Boadu, F., Cao, H., Cheng, J. (2023). Combining protein sequences and structures with transformers and equivariant graph neural networks to predict protein function. Bioinformatics, 39, i318-i325.
- Li, Y., Zhou, X., Cao, H. (2022). Statistical analysis of spatially resolved transcriptomic data by incorporating multi-omics auxiliary information.
Genetics, 221(4), iyac095.
- 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.
- Cao, H., Wu, W. B. (2022). Testing and estimation for clustered signals. Bernoulli, 28, 525-547.
- Sun, Z., Cao, H., Chen, L. (2022). Regression analysis of additive hazards model with sparse longitudinal covariates.
Lifetime data analysis, 28, 263-281.
- 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.
- Wang, Y., Ye, Z.-S., Cao, H. (2021). On computation of semi-parametric maximum likelihood estimators with shape constraints. Biometrics, 77, 113-124.
- 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.
-
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.
- 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.
-
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.
- Cao, H., Liu, W., Zhou, Z. (2018). Simultaneous nonparametric
regression analysis of sparse longitudinal data. Bernoulli, 24,
3013-3038.
- 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.
- Chen, L., Cao, H. (2017). Analysis of asynchronous longitudinal data with partially linear models. Electronic Journal of Statistics, 11, 1549-1569.
-
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.
- 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.
- 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.
- 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.
- Cao H., Wu, W. B. (2015). Changepoint estimation:
another look at multiple testing problems. Biometrika,
102, 974-980.
- 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.
- 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.
-
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.
- Qin, L.-X., Ma, S., Huang, Y.-T., Zhang, H., Cao, H. (2014). Array platform modeling and analysis. Cancer Informatics, 13, 91-93.
- 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.
- 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.
- 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.
- 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.
- 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.
-
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.
- 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.
- 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.
- 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]
- 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.
- 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.
- 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.
- 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.