Personal profile
In Korean
김명진 교수(자연과학대학 통계학과)
Education
o (2011) B.S., Kyungpook National University, Daegu, South Korea
o (2013) M.S., Kyungpook National University, Daegu, South Korea
o (2021) Ph.D., Iowa State University, Ames, IA, USA
o (2013) M.S., Kyungpook National University, Daegu, South Korea
o (2021) Ph.D., Iowa State University, Ames, IA, USA
Professional Experience
o (2022~Present) Assistant Professor, Kyungpook National University, Daegu, South Korea
o (2021~2022) Carl Kawaja and Wendy Holcombe Assistant Professor, Data Science Initiative, Brown University, Providence, RI, USA
o (2021~2022) Carl Kawaja and Wendy Holcombe Assistant Professor, Data Science Initiative, Brown University, Providence, RI, USA
Research Interests
Non-/Semi-parametric Regression Methods, Spatial/Spatiotemporal Data Analysis, Multi-study Factor Modeling
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Collaborations and top research areas from the last five years
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Research output
- 23 Article
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K-means classification of long-term global vegetation index variation
Choi, W. J., Song, H. J., Gim, H. J., Kim, M. & Park, H. S., 2026, In: Frontiers in Forests and Global Change. 8, 1696015.Research output: Contribution to journal › Article › peer-review
Open Access -
Bayesian Period-Varying Poisson Modelling With Reduced-Rank Regression
Lee, J., Kim, M., Kim, Y., Yang, S., Lee, J. Y., Oh, S., Byun, S., Kim, Y. & Park, Y., Sep 2025, In: Stat. 14, 3, e70077.Research output: Contribution to journal › Article › peer-review
Open Access -
Bayesian space–time varying coefficient modeling for climate econometrics: A spatial–temporal Gaussian process approach
Goh, G., Yu, J., Kim, M. & Tack, J., 2025, (Accepted/In press) In: Journal of Econometrics. 106075.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Estimation and Inference of Quantile Spatially Varying Coefficient Models Over Complicated Domains
Kim, M., Wang, L. & Wang, H. J., 2025, In: Journal of the American Statistical Association. 120, 551, p. 1853-1867 15 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Geographically weighted sparse regression using counting norm regularization for environmental data
Kim, S., Kim, M. & Lee, D., Sep 2025, In: Communications for Statistical Applications and Methods. 32, 5, p. 615-630 16 p.Research output: Contribution to journal › Article › peer-review
Open Access