PublicationS
Journal Publications
Kim, G., J. Park, and S. Kang* (2024). Deep Neural Network Based Accelerated Failure Time Models using Rank Loss. Statistics in Medicine, http://doi.org/10.1002/sim.10235.
Kim, S., Y. Cho, H. Ki, S. Park, D. Oh, S. Lee, Y. Cho, J. Kim, W. Lee, J. Park*, I. Jin*, and S. Kang* (2024). Improved Mean Field Estimates of GEMS AOD L3 Product: Using Spatio-temporal Variability. Atmospheric Measurement Techniques, 17(17), 5221 - 5241, https://doi.org/10.5194/egusphere-2024-604
Kim, K., S. Kang*, and S. H. Chiou* (2024). Fitting Quantile Regression Model for Residual Life with R Package qris. The R journal, Accepted.
Bae, W., D. Choi, J. Yan, and S. Kang* (2024). A General Model-checking Procedure for Semiparametric Accelerated Failure Time Models. Statistics and Computing, 34, 117, https://doi.org/10.1007/s11222-024-10431-7.
Kim, S., Y. Choi, S. Kang*, and Korea HIV/AIDS Cohort Study (2024). Smoothed Quantile Residual Life Regression Analysis with Application to the Korea HIV/AIDS Cohort Study. BMC Medical Research Methodology, 24, 44, https://doi.org/10.1186/s12874-024-02159-9.
Kim, K., D. J. Caplan, and S. Kang* (2023). Smoothed quantile regression for censored residual life. Computational Statistics, 38, 1001-1022 https://doi.org/10.1007/s00180-022-01262-z.
Son, D., S. Choi, and S. Kang* (2023). Smoothed Quantile Regression Analysis of Competing Risks for Stratified Case-cohort Data. Journal of Statistical Computation and Simulation, 93(8), 1225-1243.
Seo, B. and S. Kang* (2023). Accelerated Failure Time Modeling via Nonparametric Scale Mixtures. Biometrics, 79(1), 165-177.
Hwang, S., H. Oh, R. M, S. Kang, and H. Kim (2022). Association of periodontitis, missing teeth, and oral hygiene behaviors with the incidence of hypertension in middle-aged and older adults in Korea: A 10-year follow-up study. Journal of Periodontology, 93(9), 1283-1293.
Park, J.-Y., J. Yoo, J. Jeon, J. Kim*, and S. Kang* (2022). Proton Pump Inhibitors and Risk of Cardiovascular Disease: A Self-Controlled Case Series Study. The American Journal of Gastroenterology 117(7), 1063–1071.
Kim, K., J. Ko, and S. Kang* (2021). Comparison of Variance Estimation Methods in Semiparametric Accelerated Failure Time Models for Multivariate Failure Time Data. Japanese Journal of Statistics and Data Science 4, 1179–1202.
Lu, T.-s., S. Kang*, and H. Zhou (2020). Semiparametric accelerated failure time modeling for multivariate failure times under multivariate outcome-dependent sampling designs. Statistics and Its Interface 13(3), 373–383.
*: corresponding author
Submitted / Under ReviSION / Archieved
Oh, S., H. Lee, S. Kang, and B. Seo (2024+). Adaptive Accelerated Failure Time modeling with a Seimiparametric Skewed Error.
Choi, K., and S. Kang* (2024+). Efficient Case-Cohort Design using Balanced Sampling.
Kim, R. S., S. Kang, M. Park, and I. Kim (2024+). Data integration using aggregate statistics from big data and survey: second-order delta-method and bootstrap inference based on Mosteller estimator.