Hyokyoung (Grace) Hong
|Selected Statistical Publications|
Software for High-dimensional Screening for Survival Data
Li, Y., Hong, H. G., Li, Y. (2018+) Multi-class classification with ultrahigh dimensional covariates. Biometrics, invited revision.
Lin, H., Hong, H. G., Yang, B., Zhang, Y., Li, Y. (2018+) Nonparametric time-varying coefficient models for panel data: A study of collection rate of public pension contributions. Statistics in Biosciences, invited revision.
Hong, H. G., Zheng, Q., Li, Y. (2018) Forward regression for Cox models with high dimensional covariates. Journal of Multivariate Analysis, in press.
Hong, H. G., Chen, X., Kang, J., Li, Y. (2018) Lq-norm learning for ultrahigh dimensional survival outcome. Statistica Sinica, in press.
He, K., Kang, J., Hong, H. G., Zhu, J., Li, Y., Lin, H., Xu, H., Li, Y. (2018) Covariance-insured screening, Computational Statistics and Data Analysis, in press
Hong, H. G., Kang, J., Li, Y. (2018) Conditional screening for ultra-high dimensional covariates with survival outcomes. Lifetime Data Analysis, 24 45-71.
Li, Y., Hong, H. G., Ahmed, S., Li, Y. (2018) Weak signals in high-dimensional regression: Detection, estimation and prediction. Applied Stochastic Models in Business Industry, DOI: 10.1002/asmb.2340.
Hong, H. G., Chen, X., Christiani, D. C., Li, Y. (2018) Integrated powered density: Screening ultrahigh dimensional covariates with survival outcomes. Biometrics, 74(2), 421-429.
Kang, J., Hong, H. G., Li, Y. (2017) Partition-based ultrahigh-dimensional variable screening. Biometrika, 104(4) 785-800.
Hong, H. G., Li, Y. (2017) Feature selection of ultrahigh-dimensional covariates with survival outcomes: a selective review. Appl Math Ser B, 32(4) 379-396.
Li, Y., Hong, H. G., Li, Y. (2017) Discussion of the paper ‘Post selection shrinkage estimation for high dimensional data analysis.’ Applied Stochastic Models in Business and Industry, DOI:10.1002/asmb.2216.
Hong, H. G., Wang, L., He, X. (2016) A data-driven approach to conditional screening of high dimensional variables. Stat, 5(1) 200-212.
Cho, H., Hong, H. G., Kim, M. (2016) Efficient quantile marginal regression for longitudinal data with dropouts. Biostatistics, 17(3) 561-75.
Hong, H. G., Yue, Y., Ghosh, P. (2015) Bayesian estimation of long-term health consequences of obese and normal-weight elderly people. Journal of the Royal Statistical Society (A), 178 (3), 725-739.
Hong, H. G., Wang, C., Lim, Y., Douglas, J. (2015) Efficient models for cognitive diagnosis with continuous and mixed-type latent variables. Applied Psychological Measurement, 39(1), 31-43.
Stober, J., Hong, H. G., Czado, C., Ghosh, P. (2015) Comorbidity of chronic diseases in the elderly: Patterns identified by a Copula design for mixed responses. Computational Statistics & Data Analysis, 88 (c), 28-39.
Hong, H. G., Roychoudhury, S., Ghosh, P. (2014) The joint assessment of longitudinal multidimensional functionings in overweight and obese elderly with a time varying covariates. Statistics and Its Interface, 7(2), 297–305.
He, X., Wang, L., Hong, H. G. (2013) Quantile adaptive model-free variable screening for high-dimensional heterogeneous data. The Annals of Statistics, 41(1), 342-369.
Hong, H. G., Zhou, J. (2013) A multi-index model for quantile regression with ordinal data. Journal of Applied Statistics, 40(6), 1231-1245.
Hong, H. G. (2013) A quantile approach to the power transformed location-scale model. Computational Statistics & Data Analysis, 63(C), 50-62.
Yue, Y., Hong, H. G. (2012) Bayesian Tobit quantile regression model for medical expenditure panel survey data. Statistical Modeling, 12(4), 323-346.
Hong, H. G., He, X. (2010) Prediction of functional status for the elderly based on a new ordinal regression model. Journal of the American Statistical Association, 105(491), 930-941.
Selected Applied Publications
Perez, P., Bush, T., Hong, H. G., Pan, W., Miller, L., Bix, L.(2018) Reducing levels of medical device contamination through package redesign and opening technique. PLOS ONE, in press.
Dunn, S. L., Robbins, L. B., Smith, S. W., Ranganathan, R., DeVon, H. A., Collins, E. G., Hong, H. G., & Tintle, N. L. (2018). Enhancing physical activity in cardiac patients who report hopelessness: Feasibility testing of an intervention. Health Education Journal, in press.
Shu, Y., Liu, J., Zeng, X., Hong, H. G., Li, Y., Zhong, H., Ma, L., Fu, P. (2018) The effect of overhydration on mortality and technique failure among peritoneal dialysis patients: A systematic review and meta-analysis. Blood Purification, 46(4), 350-358.
Yang, H., Chen, F., Jiao, H., Luo, H., Yu, Y., Hong, H. G., Li, Y., Fu, P., Cui, T. (2018) Management of tunneled-cuffed catheter-related right atrial thrombosis in hemodialysis patients. Journal of Vascular Surgery, 68(5), 1491-1498.
Zeng, X, Liu, J., Tao, S., Hong, H. G., Li, Y. Fu, P. (2018) Associations between socioeconomic status and chronic kidney disease: A meta-analysis. Journal of Epidemiol Community Health, 72(4), 270-279.
Liu, J., Zeng, X, Hong, H. G., Li, Y. Fu, P. (2017) The association between body mass index and mortality among Asian peritoneal dialysis patients: A meta-analysis. PLOS ONE, 12(2):e0172369.
Feng, Y., Ma, L., Liu, L., Hong, H. G., Zhang, X., Guo, F., Huang, R., Shi, M., Li, Y., Zhang, L., Fu, P. (2016) Rhabdomyolysis induced AKI via the regulation of endoplasmic reticulum stress and oxidative stress in PTECs. Royal Society of Chemistry- Advances, 6,109639-109648.
Lee, H., Erasmus, M., Swanson, J., Hong, H. G., Kang, I. (2016) Improvement of turkey breast meat quality and cooked gel functionality using hot-boning, quarter sectioning, crust-freeze-air-chilling and cold-batter-mincing technologies. Poultry Science, 95(1), 138-143.
Cognetta, A. B., Wolfe, C. M., Goldberg, D. S., Hong, H. G. (2016) Practice and educational gaps in radiation therapy in dermatology. Dermatologic Clinics, 34(3), 319-333.
Shin, S. H., Hong, H. G., Jeon, S. (2012) Personality and alcohol use: The role of impulsivity. Addictive Behaviors, 37(1), 102-107.
Shin, S.H., Hong, H. G., Wills, T. (2012) An examination of pathways from childhood maltreatment to adolescent binge drinking. The American Journal on Addictions, 21(3), 202-209.
Cognetta, A. B.,Howard, B. M., Heaton, H. P., Stoddard, E. R., Hong, H. G., Green, W. H. (2012) Superficial X-ray in the treatment of basal and squamous cell carcinomas: A variable option in select patients. Journal of the American Academy of Dermatology, 67(6), 1235-1241.
Shin, S.H., Hong, H. G., Hazen, A.L. (2010) Childhood sexual abuse and adolescent substance use: A latent class analysis. Drug and Alcohol Dependence, 109(1-3) 226-235.
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