I am a Ph.D. candidate in the Department of Statistics at the University of California, Santa Cruz, advised by Prof. Athanasios Kottas. I am broadly interested in statistical methods and tools to address scientific questions in the economy, health science, and social science. Currently, I work on developing flexible Bayesian nonparametric models with efficient inference algorithms for cross-sectional and longitudinal ordinal regression. The proposed methodology has real applications in analyzing customers’ reviews, companies’ credit ratings, and respondents to questionnaires.
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Ph.D. in Statistical Science, 2019 - Exp 2024
University of California, Santa Cruz
M.S.E. in Financial Mathematics, 2016 - 2018
Johns Hopkins University
B.S. (Honors) in Mathematics, 2012 - 2016
Xi'an Jiaotong University
Advanced
Advanced
Advanced
Intermediate
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Advanced
We developed a novel methodology that can capture complex ordinal regression relationships while keeping neat and efficient computation. The benefits of the proposed methodology over the competing methods are demonstrated with several synthetic and real data examples.
Classes include:
Classes include: