Hee Cheol Chung

Hee Cheol Chung

Postdoctoral Research Associate

Department of Statistics, Texas A&M Unversity

Biography

I am a postdoctoral research associate in the Department of Statistics, Texas A&M University. I am currently working with Drs. Raymond J. Carroll, Irina Gaynanova and Yang Ni. Before I joined Texas A&M, I received a Ph.D. degree in Statistics from the University of Georgia under the direction of Gauri Sankar Datta and Jeongyoun Ahn.

Interests

  • Bayesian network analysis
  • Classification
  • High-dimensional data analysis
  • Small area estimation
  • Anomaly detection

Education

  • Ph.D. in Statistics, 2020

    University of Georgia

Recent Publications

(2022). Bayesian spatial models for estimating means of sampled and nonsampled small areas. Survey Methodology (accepted).

Preprint

(2022). Phylogenetically informed Bayesian truncated copula graphical models for microbial association networks. The Annals of Applied Statistics (accepted).

Preprint

(2021). Subspace rotations for high-dimensional outlier detection. Journal of Multivariate Analysis.

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(2020). Trace ratio optimization for high-dimensional multi-class discrimination. Journal Computational and Graphical Statistics.

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(2020). Perinatal docosahexaenoic acid supplementation improves cognition and alters brain functional organization in piglets. Nutrient, (12).

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