Research

International

• Wasserstein upper bounds of Lpnorms for multivariate densities in Besov spaces, Statistics and Probability Letters, , 210, - (2024 )
• Using statistical models for optimal packaging in semiconductor manufacturing processes, Journal of the Korean Statistical Society, , , - (2024 )
• A Likelihood Approach to Nonparametric Estimation of a Singular Distribution Using Deep Generative Models, Journal of Machine Learning Research, , 24, - (2023 )
• Online learning for the Dirichlet process mixture model via weakly conjugate approximation, Computational Statistics and Data Analysis, , 179, - (2023 )
• Adaptive Bayesian inference for current status data on a grid, Bernoulli, , 29, 403-427 (2023 )
• Bayesian highdimensional semiparametric inference beyond subGaussian errors, JOURNAL OF THE KOREAN STATISTICAL SOCIETY, , 50, 511-527 (2021 )
• Posterior asymptotics in Wasserstein metrics on the real line, ELECTRONIC JOURNAL OF STATISTICS, , 15, 3635-3677 (2021 )
• An EMbased iterative method for solving large sparse linear systems, Linear and Multilinear Algebra, , 68, 45-62 (2020 )
• Wasserstein upper bounds of the total variation for smooth densities, STATISTICS PROBABILITY LETTERS, , 163, - (2020 )
• Bayesian consistency for a nonparametric stationary Markov model, BERNOULLI, , 25, 877-901 (2019 )
• On an algorithm for solving Fredholm integrals of the first kind , Statistics and Computing, , 29, 645-654 (2019 )
• The semiparametric Bernsteinvon Mises theorem for regression models with symmetric errors, Statistica Sinica, , 29, 1465-1487 (2019 )
• Additive timedependent hazard model with doubly truncated data, Journal of the Korean Statistical Society, , 48, 179-193 (2019 )
• Bayesian sparse linear regression with unknown symmetric error, INFORMATION AND INFERENCEA JOURNAL OF THE IMA, , 8, 621-653 (2019 )
• Convergence of an iterative algorithm to the nonparametric MLE of a mixing distribution, STATISTICS amp PROBABILITY LETTERS, , 140, 142-146 (2018 )
• An EM-based iterative method for solving large sparse linear systems, Linear and Multilinear Algebra, , 68, 45-62 (2018 )
• A novel approach to Bayesian consistency, ELECTRONIC JOURNAL OF STATISTICS, , 11, 4723-4745 (2017 )
• A Closer Look at the PersonalityTurnover Relationship Criterion Expansion Dark Traits and Time, Journal of Management, , 42, 357-385 (2016 )
• An online gibbs sampler algorithm for hierarchical dirichlet processes prior , Lecture Notes in Computer Science, , 9851, 509-523 (2016 )
• A mixture of beta-Dirichlet processes prior for Bayesian analysis of event history data, JOURNAL OF THE KOREAN STATISTICAL SOCIETY, , 42, 313-321 (2013 )
• A mixture of beta–Dirichlet processes prior for Bayesian analysis of event history data, Journal of the Korean Statistical Society, , 42, 313-321 (2013 )