Personal profile
In Korean
이경은 교수(자연과학대학 통계학과)
Education
o (1993) B.S., Kyungpook National University, Daegu, Korea
o (1997) M.S., Seoul National University, Seoul, Korea
o (2004) Ph.D., Texas A&M University, Texas, U.S.A.
o (1997) M.S., Seoul National University, Seoul, Korea
o (2004) Ph.D., Texas A&M University, Texas, U.S.A.
Professional Experience
o (2014~Present) Associate Professor, Kyungpook National University, Daegu
o (April 2007~March 2014) Assistant, Kyungpook National University, Daegu
o (February 2005~March 2007) Full Lecturer, Kyungpook National University, Daegu
o (April 2007~March 2014) Assistant, Kyungpook National University, Daegu
o (February 2005~March 2007) Full Lecturer, Kyungpook National University, Daegu
Research Interests
Bayesian Variable Selection, Propensity Score Analysis, Functional Clustering, Survival Data Analysis, Concordance Correlation Coefficient
Major Research Achievements
o Bayesian Pathway Selection
o Simultaneous outlier detection and variable selection via difference-based regression model and stochastic search variable selection
o Bayesian variable selection under the proportional hazards mixed-effects model
o Gene selection: a Bayesian variable selection approach
o Simultaneous outlier detection and variable selection via difference-based regression model and stochastic search variable selection
o Bayesian variable selection under the proportional hazards mixed-effects model
o Gene selection: a Bayesian variable selection approach
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Collaborations and top research areas from the last five years
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Research output
- 43 Article
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Fetal outcomes of antiseizure medication use during pregnancy: A nationwide retrospective cohort study
Seo, M., Park, S., Kim, T. E., Lee, K. E., Ko, P. W. & Shin, K. H., Apr 2026, In: Epilepsia. 67, 4, p. 1639-1653 15 p.Research output: Contribution to journal › Article › peer-review
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Concordance correlation coefficients for multivariate measurements
Choi, Y., Lee, D. H. & Lee, K. E., Sep 2025, In: Journal of the Korean Statistical Society. 54, 3, p. 685-717 33 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
High-dimensional confounding adjustment in causal inference
Cha, S., Song, J. J. & Lee, K. E., Sep 2025, In: AStA Advances in Statistical Analysis. 109, 3, p. 463-481 19 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Identification of biomarkers in gynecologic cancers: a machine learning approach for metabolomics
Cha, S. H., Lee, S. M., Lee, K. E., Kim, M. G., Lee, S. Y. & Shin, K.-H., Sep 2025, In: Translational and Clinical Pharmacology. 33, 3, p. 168-182 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Bayesian Estimation of Neyman–Scott Rectangular Pulse Model Parameters in Comparison with Other Parameter Estimation Methods
Nizeyimana, P., Lee, K. E. & Kim, G., Sep 2024, In: Water (Switzerland). 16, 17, 2515.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations