Park, H.* and Park, J.†, Semiparametric empirical Bayes method for Normal mean estimation of the hierarchical Normal model with unknown heteroscedastic variances. (Submitted)
Oh, S.*, Park, S., Park, H.†, Nonparametric Linear Discriminant Analysis for High Dimensional Matrix Valued Data. (Submitted)
Park, H.* and Park, J.†, GTHART: Multiple Testing Procedures under heteroscedastic and unknown variances.
Park, H.*, Leifer, E,. Roger, VL., Joo, J.†. Semi-supervised clustering method and its application to the proteomics data of heart failure patients
2025
Kim, J.*, Park, J., Park, H.†, High dimensional discriminant rules with shrinkage estimators of the covariance matrix and mean vector. Journal of Statistical Planning and Inference. Article Link
Park, J.*, Woo, S.*, Choi, Y. G., Park, H., Im, J. P., Lee, H. J., ... ,Park, H. S.†, Koh, S. J.†. Antibiotic usage within the first year of life has a protective effect against ulcerative colitis in South Korea: A nationwide cohort study, Digestive and Liver Disease. Article Link
2024
Oh, S.*and Park, H.†, Nonparametric Mean and Variance Adaptive Classification Rule for High-Dimensional Data with Heteroscedastic Variances. Statistical Analysis and Data Mining. Article Link
Baek, S.*, Park, H., and Park, J.†, Variable Selection by Mirror Statistics and Knockoff Statistics in Sufficient Dimension Reduction. Computational Statistics and Data Analysis. Article Link
Kuku, K.*, Shearer, J.*, Hashemian, M., Oyetoro, R., Park, H., Dulek, B., Bielinski, S., Larson, N., Ganz, P., Levy, D., Psaty, B., Joo, J.†, Roger, VL.† . (2024) Development and Validation of a Protein Risk Score for Mortality in Heart Failure: A Community Cohort Study. Annals of Internal Medicine. Article Link
Park, H.* and Park, J.†, A robust false discovery rate controlling procedure using the empirical likelihood with a fast algorithm. Journal of Statistical Computation and Simulation. Article Link
2023
Conners, K.*, Shearer, J., Joo, J., Park, H., Manemann, S., Remaley, A., Otvos, J., Connelly, M., Sampson, M., Bielinski, S., Wolska, A., Turecamo, S., Roger, VL.†, The Metabolic Vulnerability Index: A Novel Marker for Mortality Prediction in Heart Failure. The Journal of the American College of Cardiology: Heart Failure. Article Link
Park, H.*, Loh, J.-M. and Jang, W.†, Nonparametric inference for interval data using kernel methods. Journal of Nonparametric Statistics. Article Link
2022
Shearer, J.*, Park, H., Joo, J., Kuku, K., Bielinski, S., Manemann, S., Roger, VL.†, Proteomic Assessment of Novel Kidney Function Biomarkers in Heart Failure: A Community Study. Circulation, 146(Suppl_1). Article Link
KuKu, K.*, Park, H.*, Dulek, B., Bielinski, S., Joo, J., Roger, VL.†., Protein signatures of heart failure mortality in the community. European Heart Journal, 43(Supplement_2). Article Link
Park, H.* and Park, J. †, Poisson mean vector estimation with Nonparametric Maximum Likelihood Estimation and Application to Protein Domain Data. Electronic Journal of Statistics. Article Link
Turecamo, S.*, Wolska, A., Otvos, J., Remaley, A., Conners, K., Joo, J., Park, H., Sampson, M., Bielinski, S., Sauver, J., Roger, VL.†, 1092-P: Lipoprotein Insulin Resistance Index and Mortality in Heart Failure: A Population Study. Diabetes, 71(Supplement_1). Article Link
Park, H.*, Baek, S. and Park, J.†, High Dimensional Classification Based on Nonparametric Maximum Likelihood Estimation Under Unknown and Inhomogeneous Variances. Statistical Analysis and Data Mining. Article Link
Park, H.*, Baek, S. and Park, J.†, High-dimensional linear discriminant analysis using nonparametric methods. Journal of Multivariate Analysis. Article Link
2021
Baek, S.*, Park, H., and Park, J. †, A High-Dimensional Classification Rule Using Sample Covariance Matrix Equipped With Adjusted Estimated Eigenvalues. STAT. Article Link