Hyokyoung (Grace) Hong

Michigan State University
 Department of Statistics and Probability

Selected Statistical Publications

Software for HIgh-dimensional Screening for Survival Data

Hong, H. G., Chen, X. Kang, J., Li, Y. (2018)  Lq-norm learning for ultrahigh dimensional survival outcome. Statistica Sinica, in press.

Hong, H.
G., Kang, J., Li, Y. (2018) Conditional screening for survival data 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. (2017) 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, 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.

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

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, in press.

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

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.

Copyright 2013 Hyokyoung (Grace) Hong. All right reserved.