A complete list of my publications can be found on my Google Scholar
An asterisk (*) indicates corresponding authorship
Bokgyeong Kang*, Erin M. Schliep, Alan E. Gelfand, and Robert S. Schick (in preparation). "Modeling excitation and inhibition in meerkat vocal communication using spatiotemporal Hawkes processes."
Bokgyeong Kang*, Andrew Zammit-Mangion, Erin M. Schliep, and Robert S. Schick (in preparation). "Divide-and-conquer neural Bayes estimation for spatial and spatiotemporal point process models."
Bokgyeong Kang*, Erin M. Schliep, Alan E. Gelfand, Ariana Strandburg-Peshkin, and Robert S. Schick (2026+). "Modeling animal communication using multivariate Hawkes processes with additive excitation and multiplicative inhibition." Submitted [Link]
Danh-Pho Nguyen, Bokgyeong Kang*, Hyunguk Kwon* (2026+) "Understanding nitrogen adsorption in compositionally disordered oxides through descriptor-based machine learning." Submitted
Heesang Lee, Songhee Kim, Bokgyeong Kang, and Jaewoo Park* (2025+). "A Stein gradient descent approach for doubly-intractable distributions." In revision [Link]
Bokgyeong Kang*, Erin M. Schliep, Alan E. Gelfand, Christopher W. Clark, Christine A. Hudak, Charles A. Mayo, Ryan Schosberg, Tina M. Yack, and Robert S. Schick (2026). "Joint spatiotemporal modeling of zooplankton and whale populations in a dynamic marine environment." Journal of the Royal Statistical Society Series C. 75(1) [Link]
Hyunguk Kwon* and Bokgyeong Kang* (2026). "Exploring scaling relations and activity descriptors in methane pyrolysis on molten metal catalysts." Chemical Engineering Journal. 535 [Link]
Murali Haran*, Bokgyeong Kang, and Jaewoo Park (2026). "Algorithms for models with intractable normalizing functions." Handbook of Markov chain Monte Carlo, 2nd edition [Link]
Bokgyeong Kang*, Erin M. Schliep, Alan E. Gelfand, Tina M. Yack, Christopher W. Clark, and Robert S. Schick (2025). "Analyzing whale calling through Hawkes process modeling." Journal of the American Statistical Association. 120(552) [Link]
Bokgyeong Kang*, John Hughes, and Murali Haran (2025). "Fast Bayesian inference for spatial mean-parameterized Conway-Maxwell-Poisson models." Journal of Computational and Graphical Statistics. 34(2) [Link]
Bokgyeong Kang, John Hughes, and Murali Haran* (2024). "Measuring sample quality in algorithms for intractable normalizing function problems." Journal of Machine Learning Research. 25(286) [Link]
Bokgyeong Kang, Sandra Goldlust, Elizabeth Lee, John Hughes, Shweta Bansal, and Murali Haran* (2023). "Spatial distribution and determinants of childhood vaccination refusal in the United States." Vaccine. 41(20) [Link]
Bokgyeong Kang and Taeyoung Park* (2019). "Efficient and flexible model-based clustering of jumps in diffusion processes." Journal of the Korean Statistical Society. 48(3) [Link]