Hyokyoung (Grace) Hong
|Selected Statistical Publications|
Hong, H. G., Chen, X., Christiani, D. C., Li, Y. (2017) Integrated powered density: screening ultrahigh dimensional covariates with survival outcomes. Biometrics, in press.
Hong, H. G., Kang, J., Li, Y. (2018) Conditional screening for survival data. Lifetime Data Analysis, 24 45-71
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
Kang, J., Hong, H. G., Li, Y. (2017) Partition-based ultrahigh-dimensional variable screening. Biometrika, 104(4) 785-800
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 Link to an example.
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, 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 over-weight 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. Annals of Statistics, 41(1), 342-369. Link to an example.
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) The quantile approach to the power transformed location-scale model. Computational Statistics & Data Analysis, 63(C), 50-62.
Yue, Y., Hong, H. G.(2012) A flexible bayesian Tobit quantile regression model with applications to 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
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 Epidemiology & Community, in press.
Liu, J., Zeng, X, Hong, H. G., Li, Y. Fu, P. (2017) The Association between body mass index and mortality Asian peritoneal dialysis patients: a meta-analysis. PLOS ONE 12(2):e0172369
Zeng, X., Liu, J., Tao, S., Hong, H. G. , Li, Y., and Fu, P. (2017) Associations of socioeconomic status with incidence and progression of chronic kidney disease: a meta-analysis. Nephrology Dialysis Transplantation, in press.
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 Chmeistry- Advances, 6, 109639 - 109648.
Lee, H., Erasmus, M., Swanson, J., Hong, H. G., Kang, I. (2016) Improvement 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., Wolfe, C., Goldberg, D., Hong, H. G. (2016) Practice and educational gaps in radiation therapy in dermatology. Dermatologic Clinics, 3, 319-333.
Shin, S. H., Hong, H. G., Jeon, S. (2012) Personality and alcohol use: the role of impulsivity. Addictive Behaviors, 37, 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, 202-209.
Cognetta, A.,Howard, B.,Heaton, H. Stoddard, E., Hong, H. G., Green, 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, 1(109) 226-235.
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