Hyotae Kim

Hyotae Kim

Postdoctoral Associate

Department of Statistical Science, Duke University

Biography

I am a postdoctoral associate in the Department of Statistical Science at Duke University, working with Professor Li Ma. I obtained my Ph.D. in Statistical Science at University of California, Santa Cruz, advised by an amazing supervisor Athanasios Kottas. My dissertation focused on Bayesian nonparametric modeling and inferences for point processes, with an emphasis on seismological application.

Interests
  • Bayesian Nonparametrics
  • Spatio-Temporal Modeling
  • Point Process
  • Statistical modeling of microbiome sequencing data
  • Metagenomics / Metatranscriptomics
Education
  • PhD in Statistical Science, 2021

    University of California, Santa Cruz

  • Master of Statistics, 2015

    Korea University

  • Bachelor of Science in Computer Science / Bachelor of Economics in Statistics, 2011

    Korea University

Recent Publications

(2022). Erlang mixture modeling for Poisson process intensities. In Statistics and Computing, 32 (1), 1-15.

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(2021). Nonparametric Bayesian Modeling and Estimation for Renewal Processes. In Technometrics, 63 (1), 100-115.

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(2015). Performance comparison of random number generators based on Adaptive Rejection Sampling. In Journal of the Korean Data and Information Science Society, 26 (3), 593-610.

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