Research output per year
Research output per year
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
- 40 Article
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Concordance correlation coefficients for multivariate measurements
Choi, Y., Lee, D. H. & Lee, K. E., 2025, (Accepted/In press) In: Journal of the Korean Statistical Society.Research output: Contribution to journal › Article › peer-review
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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 -
MODIFIED GEOMETRIC DISTRIBUTION OF ORDER k AND ITS APPLICATIONS
Oh, J. & Lee, K. E., 2024, In: Journal of Applied Mathematics and Informatics. 42, 3, p. 709-723 15 p.Research output: Contribution to journal › Article › peer-review
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Application of tree-based machine learning classification methods to detect signals of fluoroquinolones using the Korea Adverse Event Reporting System (KAERS) database
Jang, M. G., Cha, S. H., Kim, S., Lee, S., Lee, K. E. & Shin, K. H., 2023, In: Expert Opinion on Drug Safety. 22, 7, p. 629-636 8 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Bayesian pathway selection
Nizeyimana, P., Lee, K. E. & Kim, I., Jun 2023, In: Journal of the Korean Statistical Society. 52, 2, p. 283-303 21 p.Research output: Contribution to journal › Article › peer-review