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Hirofumi Ota
Affiliation:
Ph.D. candidate at Department of Statistics, School of Arts and Sciences, Rutgers University–New Brunswick.
Contact Information:
Email: ho105 (at) rutgers.edu/ho105 (at) stat.rutgers.edu
Address: 110 Frelinghuysen Road, Piscataway, New Jersey, 08854, USA.
Office: Hill Center for Mathematical Sciences, room 270.
Research Interests: widely interested in Mathematical Statistics, Econometrics, and Machine Learning.
My current research mainly focuses on:
Theory and methods on assumption-free/light inference (e.g., conformal prediction, universal inference, likelihood-free inference and repro samples method)
Quantile/Modal regression and its applications in econometrics
Irregular inference problems
Nonparametric and semiparametric statistics
Robust statistics (robust regression and quantitative outlier detection)
Membership
Japan Statistical Society