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Introducing Research Works And Publications
RESEARCH
RESEARCH
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Research Interests
Research Interests
Approximate Bayesian inference; Bayesian machine learning using divergence measures; Bayesian model diagnostics; Bayesian model selection/averaging; Big data integration; Causal inference; High-dimensional data analysis; Functional data analysis; Missing data analysis; Low-rank matrix estimation; Survey sampling.
Works
Works
A sparse empirical Bayes approach to high-dimensional Gaussian process‐based varying coefficient models
A sparse empirical Bayes approach to high-dimensional Gaussian process‐based varying coefficient models
Stat | 2024-06 | Journal article
Contributors Shiqiang Jin; Gyuhyeong Goh
A hybrid deterministic–deterministic approach for high-dimensional Bayesian variable selection with a default prior
A hybrid deterministic–deterministic approach for high-dimensional Bayesian variable selection with a default prior
Micromachines | 2020-03 | Journal article
Contributors Shiqiang Jin; Gyuhyeong Goh (2024.05)
Bayesian selection of best subsets via hybrid search
Bayesian selection of best subsets via hybrid search
Computational Statistics | 2021-09 | Journal article
Contributors Shiqiang Jin; Gyuhyeong Goh
Digital Entrepreneurs in Artificial Intelligence and Data Analytics: Who Are They?
Digital Entrepreneurs in Artificial Intelligence and Data Analytics: Who Are They?
Journal of Open Innovation: Technology, Market, and Complexity | 2020-09 | Journal Article
Contributors Bongsug (Kevin) Chae; Gyuhyeong Goh
Microfabrication of Microlens by Timed-Development-and-Thermal-Reflow (TDTR) Process for Projection Lithography
Microfabrication of Microlens by Timed-Development-and-Thermal-Reflow (TDTR) Process for Projection Lithography
Micromachines | 2020-03 | Journal article
Contributors Jun Ying Tan; Gyuhyeong Goh; Jungkwun Kim
A note on consistency of Bayesian high‐dimensional variable selection under a default prior
A note on consistency of Bayesian high‐dimensional variable selection under a default prior
Stat | 2020-01 | Journal article
Contributors Min Hua; Gyuhyeong Goh