Publications

Manuscripts in Preparation

Kwon, J., Jang, D, & Oh, H. S. Multiscale Representation of Directional Scattered Data: Use of Anisotropic Radial Basis Functions

Kwon, J., Zheng, Y. & Jun, M. (2022) Flexible Spatio-Temporal Hawkes Process Models for Earthquake Occurences. Spatial Statistics, 54, 100728. link
Lim, Y., Kwon, J., & Oh, H. S. (2021). Principal Component Analysis in the Wavelet Domain. Pattern Recognition, 108096.
Kim, J., Park, S., Kwon, J., Lim, Y., & Oh, H. S. (2021). Estimation of spatio-temporal extreme distribution using a quantile factor model. Extremes, 24(1), 177-195.
Kwon, J., Oh, H. S., & Lim, Y. (2020). Dynamic principal component analysis with missing values. Journal of Applied Statistics, 47(11), 1957-1969.
Kwon, J., Heo, T., Kim, J. K., & Oh, H. S. (2018). A New P‐Wave Detector via Moving Empirical Cumulative Distribution Function. Bulletin of the Seismological Society of America, 108(4), 2080-2089.
Park, S., Kwon, J., Kim, J., & Oh, H. S. (2018). Prediction of extremal precipitation by quantile regression forests: from SNU Multiscale Team. Extremes, 21(3), 463-476.
Kwon, J. H., Lim, Y., & Oh, H. S. (2015). Particulate Matter Prediction using Quantile Boosting. The Korean Journal of Applied Statistics, 28(1), 83-92.