Personal profile
In Korean
이효정 교수(자연과학대학 통계학과)
Education
o (2009) B.A., Kyungpook National University, Korea
o (2017) Ph.D., Ulsan National Institute of Science & Technology (UNIST), Korea
o (2017) Ph.D., Ulsan National Institute of Science & Technology (UNIST), Korea
Professional Experience
o (2021~Present) Assistant professor, Kyungpook National University, Seoul, Korea
o (2019~2021) Senior researcher, National Institute for Mathematical Sciences (NIMS), Daejeon, Korea
o (2018~2019) Assistant professor, Hokkaido University, Sapporo, Japan
o (2017) Postdoctoral Researcher, Hokkaido University, Sapporo, Japan
o (2019~2021) Senior researcher, National Institute for Mathematical Sciences (NIMS), Daejeon, Korea
o (2018~2019) Assistant professor, Hokkaido University, Sapporo, Japan
o (2017) Postdoctoral Researcher, Hokkaido University, Sapporo, Japan
Research Interests
Mathematical biology
Stochastic simulation method and Stochastic modeling
Statistical analysis for infectious disease
Stochastic simulation method and Stochastic modeling
Statistical analysis for infectious disease
url
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A history-dependent approach for accurate initial condition estimation in epidemic models
Lim, D., Ko, K. T., Hong, H., Lee, H., Choi, B., Chang, W., Choi, S. & Kim, J. K., Sep 2025, In: PLoS Computational Biology. 21, 9 September, e1013438.Research output: Contribution to journal › Article › peer-review
Open Access -
Analyzing the impact of COVID-19 on seasonal infectious disease outbreak detection using hybrid SARIMAX-LSTM model
Jang, G., Seo, J. & Lee, H., Jul 2025, In: Journal of Infection and Public Health. 18, 7, 102772.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Effective strategies for typhoid conjugate vaccine delivery: Health and economic insights from the 2015 Kampala outbreak
Lee, Y., Salonga, P. K. N., Son, C., Jang, G., Koh, D. H., Kim, J. H. & Lee, H., Oct 2025, In: PLoS Neglected Tropical Diseases. 19, 10, e0013566.Research output: Contribution to journal › Article › peer-review
Open Access -
Modeling vaccination prioritization strategies for post-pandemic COVID-19 in the Republic of Korea accounting for under-reporting and age-structure
Jang, G., Kim, J., Thompson, R. N. & Lee, H., Apr 2025, In: Journal of Infection and Public Health. 18, 4, 102688.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Analysis of the impact of COVID-19 variants and vaccination on the time-varying reproduction number: statistical methods
Jang, G., Kim, J., Lee, Y., Son, C., Ko, K. T. & Lee, H., 2024, In: Frontiers in Public Health. 12, 1353441.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations