Research

Nonparametric Bayesian modeling and inference for Hawkes processes

Bayesian nonparametric marked Hawkes processes for earthquake modeling

A negative binomial latent factor model for paired microbiome sequencing data

Erlang mixture modeling for Poisson process intensities

Kim, H. and Kottas, A.. (2022). "Erlang mixture modeling for Poisson process intensities." Statistics and Computing. 32(1), 1-15.

Nonparametric Bayesian modeling and estimation for renewal processes

Xiao, S., Kottas, A., Sanso, B., and Kim, H.. (2021). "Nonparametric Bayesian modeling and estimation for renewal processes." Technometrics. 63(1), 100-115.

Performance comparison of random number generators based on Adaptive Rejection Sampling

Kim, H., Jo, S., and Choi, T.. (2015). "Performance comparison of random number generators based on Adaptive Rejection Sampling." Korean Data and Information Science Society. 26(3), 593-610.