Dr. David Frazier

Professor

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Biography

David Frazier is a professor at Monash University with a strong focus on simulation-based inference, particularly within the classical Bayesian paradigm. His research intersects areas such as financial econometrics, where he applies unique methodologies to asset pricing and econometric modeling. Frazier employs nonparametric and semiparametric techniques to advance statistical analysis. In addition to his research, he is committed to teaching in the field of data modeling and computing, contributing to subjects like ETC 1010. Frazier's collaborative projects often address complex econometric models and involve multiple chief investigators across various research initiatives, showcasing his leadership in empirical methods. His work is guided by the overarching principle of contributing to the UN Sustainable Development Goals, emphasizing the importance of academic efforts towards global challenges. Frazier's involvement in diverse research projects reflects a sustained commitment to innovation in econometric theory and practice.

Research Interests

Courses

ETC 1010: Data Modeling Computing

Requirements for Monash University

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
TOEFL
Listening
Required:12
Reading
Required:13
Writing
Required:21
Speaking
Required:18
Total
Required:79
Prerequisites
Bachelor degree (or equivalent) in a related field
Application Checklist
  • Academic Transcripts
  • Proof of English Proficiency
  • Curriculum Vitae
  • Copy of Passport
Specialization Notes

Requirements are standardized across the Faculty of Information Technology for most Master's programs including Computer Science and Data Science.