Sangwook Kang

Yonsei University — South Korea

Mathematics · Physical Sciences

9h-index337citations42works1.12yr avg
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Research Topics

Statistical Methods and Inference(23), Statistical Methods and Bayesian Inference(16), Advanced Causal Inference Techniques(8), Statistical Distribution Estimation and Applications(5), Statistical Methods in Clinical Trials(5)

Publications42 total

Adaptive accelerated failure time modeling with a semiparametric skewed error distribution
Computational Statistics & Data Analysis·2026· 1 citedOpen Access
Diagnostics for Semiparametric Accelerated Failure Time Models with R Package afttest
arXiv (Cornell University)·2025Open Access
Fitting a Quantile Regression Model for Residual Life with the R Package qris
The R Journal·2025Open Access
Stochastic Explicit Calibration Algorithm for Survival Models
IEEE Access·2025Open Access
Trajectories of Life Satisfaction Following Spousal Bereavement in the Elderly Using Generalized Additive Models and Piecewise Linear Regression: Using the Korean Longitudinal Study of Aging (KLoSA)
Discourse and Policy in Social Science·2024
Deep Neural Network‐Based Accelerated Failure Time Models Using Rank Loss
Statistics in Medicine·2024· 2 citedOpen Access
Improved mean field estimates from the Geostationary Environment Monitoring Spectrometer (GEMS) Level-3 aerosol optical depth (L3 AOD) product: using spatiotemporal variability
Atmospheric measurement techniques·2024Open Access
Reply on RC1
2024Open Access
A general model-checking procedure for semiparametric accelerated failure time models
Statistics and Computing·2024· 1 cited
Comment on egusphere-2024-604
2024Open Access
Improved Mean Field Estimates of GEMS AOD L3 Product: Using Spatio-temporal Variability
2024Open Access
Artificial Vasa‐Vasorum Serves as an On‐Site Regenerative Promoter of Cell‐Free Vascular Grafting
Advanced Functional Materials·2024· 9 citedOpen Access
Smoothed quantile residual life regression analysis with application to the Korea HIV/AIDS cohort study
BMC Medical Research Methodology·2024· 1 citedOpen Access
Efficient Case-Cohort Design using Balanced Sampling
arXiv (Cornell University)·2023Open Access
Quantile regression for competing risks data from stratified case-cohort studies: an induced-smoothing approach
Journal of Statistical Computation and Simulation·2022· 2 cited
qris: Quantile Regression Model for Residual Lifetime Using an Induced Smoothing Approach
2022Open Access
afttest: Model Diagnostics for Accelerated Failure Time Models
2022· 1 citedOpen Access
Smoothed quantile regression for censored residual life
Computational Statistics·2022· 2 cited
Advanced Survival Models
Journal of the American Statistical Association·2021Open Access
Accelerated failure time modeling via nonparametric mixtures
Biometrics·2021· 6 cited
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Frequent Co-authors

Sy Han Chiou(10), Jun Yan(10), Kyu Hyun Kim(3), Dongrak Choi(3), Sooyon Kim(3), Yeseul Cho(3), Hanjeong Ki(3), Dagun Oh(3), Yeonghye Cho(3), Jhoon Kim(3), Ick Hoon Jin(3), Sangbum Choi(2), Jianwen Cai(2), Byungtae Seo(2), Gwangsu Kim(2), Woojung Bae(2), Seung‐Jun Lee(2), Lee Won-Jin(2), Jae‐Woo Park(2), J. Cai(1)