Yuguo Ma

Higher Degree by Research Candidate


I am currently pursuing a Doctor of Philosophy in Economics & Econometrics under the esteemed guidance of Professor Firmin Doko Tchatoka. My research interests include econometric theory, machine learning, and economic theory, with a particular focus on methodologies for estimation and causal inference in high-dimensional settings, such as causal analysis in the context of big data. Additionally, I am deeply interested in the empirical application of these methodologies.

Research Interests:

My research interests lie at the intersection of econometrics and machine learning, with a particular focus on causal inference within the context of machine learning. This includes the development and evaluation of estimation techniques, hypothesis testing, and practical applications.

Language Competency
Chinese (Mandarin) Can read, write, speak, understand spoken and peer review
English Can read, write, speak, understand spoken and peer review

Date Institution name Country Title
2022 University of Adelaide Australia Honours Degree of Bachelor of Economics
2021 University of Adelaide Australia Bachelor of Finance

Year Citation
2025 Tchatoka, F. D., & Ma, Y. (2025). Inference with many instruments: When is Anderson–Rubin test still useful?. Economics Letters, 257, 112702.
DOI
Lecturer:
Date Course
2024 – Present HDR and Honours Math Bootcamp
2025 – Present CORPFIN 7033 - Quantitative Methods (M)
Teaching Assistant:
Date Course
2022 – Present ECON 2507 - Intermediate Macroeconomics II
2022 – Present ECON 3503 - Game Theory III
2022 – Present ECON 3511 - Money, Banking and Financial Markets III
2025 – Present ECON 4014 - Econometrics IV (H)

Date Role Membership Country
2024 - ongoing Member The Econometric Society Australia

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