Peer Reviewed Publications
Jung, S., Kang, K., and Yang, H. (2024+). Gradient-based kernel variable selection for support vector hazards machine, Journal of Korean Statistical Society (accepted)
Jung, S., Kim, C., and Yang, H. (2024+). Wasserstein Filter for Variable Screening in Binary Classification in the Reproducing Kernel Hilbert Space, Journal of Nonparametric Statistics (accepted)
Wu, R., Ahn, M., and Yang, H. (2022). Spike and Slab Type Variable Selection in the Cox Proportional Hazards Model for High Dimensional Features, Journal of Applied Statistics, 49, 2189-2207.
Yang, H., Zhu, H., Ahn, M., and Ibrahim, J.G . (2021). Weighted Functional Linear Cox Regression Model, Statistical Methods in Medical Research, 30, 1917-1931.
Yang, H. (2020). Random Distributional Response Model based on Spline Method, Journal of Statistical Planning and Inference, 207, 27-44.
Yang, H., Baladandayuthapani V., Rao, A., and Morris, J.S. (2020). Quantile Function on Scalar Regression Analysis for Distributional Data, Journal of the American Statistical Association, 115, 90-106.
Kim, C., and Yang, H. (2019). Diagnostic Measures for Kernel Ridge Regression on Reproducing Kernel Hilbert Space, Journal of Korean Statistical Society, 48, 454-462.
Waddle, M.R., Oudenhoven M.D., Farin, C.V., Deal, A.M., Armstrong, T.S., Hoffman, R., Ewend, M.G., Yang, H., and Wu, J. (2019). Impacts of Treatment on Symptom Burden and Quality of Life in Pituitary Tumor Patients, Frontiers in Oncology , 9, 299.
Yang, H., Zhu, H., and Ibrahim, J.G . (2018). Multiple Index Latent Factor Model Based on High dimensional Features, Biometrics, 74, 834-844.
Guinney, J. et al (including Yang, H. ). (2017). Prediction of Overall Survival for Patients with Metastatic Castration-Resistant Prostate Cancer: Development of a Prognostic Model through a Crowdsourced Challenge with Open Clinical Trial Data, The Lancet Oncology, 18, 132-142.
Weiss, J., Yang, H., Weiss, S., Rigney, M., Copeland, A., and Deal, A.M. (2017). Stigma, Selfblame and Satisfaction with Care Among Patients with Non-Small Cell Lung Cancer, Journal of Psychosocial Oncology, 35, 166-179 .
Janda, G., Deal, A.M., Yang, H., Nielsen M., Smith, A., Pruthi R.M., Wallen, E., Woods, M., and Raynor, M. (2016). Single-Institution Experience with Robotic Partial Nephrectomy for Renal Masses Greater Than 4 cm, Journal of Endourology , 30, 384-389.
Allen, G. et al (including Yang, H.). (2016). Crowdsourced Estimation of Cognitive Decline and Resilience in Alzheimer’s Disease, Alzheimer’s & Dementia , 6, 645-653.
Mariano, C., Hanson, L., Deal, A.M., Yang, H., Benson, J., Hendrix, L., and Muss. H. (2016). Health Satisfaction in Older and Younger Cancer Patients, Journal of Geriatric Oncology , 7, 32-38.
Rose, T.L., Deal, A.M., Yang, H., Nielsen, M.E., Smith, A. and Milowsky, M.I. (2015). Gender disparities in chemotherapy use and survival in patients with metastatic bladder cancer (BCa). Journal of Clinical Oncology, 33, 15508.
Kim, C., Lee, J., Yang, H., and Bae, W. (2015). Case Influence Diagnostics in the Lasso Regression, Journal of the Korean Statistical Society , 44, 271-279.
Shadfar, S., Deal, A.M., Jarchow, A., Yang, H., and Shockley, W. (2014). Practice Patterns in the Perioperative Treatment of Patients Undergoing Septorhinoplasty, Journal of the American Medical Association (facial plastic surgery ), 16, 113-119.
Spector, D., Deal, A.M., Amos, K.D., Yang, H., and Battaglini, C.L. (2014). A Pilot Study of a Home-Based Motivational Exercise Program for African American Breast Cancer Survivors: Clinical and Quality-of-Life Outcomes, Integrative Cancer Therapies , 13, 121-132.