“Fools ignore complexity. Pragmatists suffer it. Some can avoid it. Geniuses remove it.”
Alan J. Perlis
Research Interests:
Econometrics
Finance
Statistics
AI/ML
Contact Details:
Email: hasan.fallahgoul@monash.edu,
hfallahgoul@gmail.com
Phone: +61 (0) 3 990 59894
Address:
9 Rainforest Walk
Monash University
3800, Victoria
Australia
Photo credit: Nooshin Marofidehbokri
I am the Senior Lecturer at the School of Mathematics at the Monash University and a member of Monash Centre for Quantitative Finance. Before, I was a Post-Doctoral researcher at the Swiss Finance Institute at EPFL, EPFL and the European Center for Advanced Research in Economics and Statistics (ECARES), Free University of Brussels, Belgium.
March 2025: New paper Beyond Black-Box AI: A Theory of Interpretable Transformers for Asset Pricing [SSRN]
January 2025: New paper Scale-Insensitive Neural Network Significance Tests [ArXiV] | [SSRN]
January 2025: An R package for adequacy tests: adequacy.test
January 2025: New version A Semi-Analytic Approach for Specification Testing: Theory and Evidence
October 2024: An L-Moment Approach for Portfolio Choice under Non-Expected Utility, Forthcoming at the Journal of Financial Econometrics
August 2024: Asymptotic Properties of ReLU FFN Sieve Estimators, Forthcoming at the Studies in Nonlinear Dynamics & Econometrics
February 2024: New paper Semi-Analytic Asymptotic Distribution for Integrated Conditional Moment Tests
August 2023: Asset Pricing with Neural Networks: Significance Tests, Forthcoming at the Journal of Econometrics
February 2023: New version Investor Disagreement: The Secret Fuel Behind Stock Price Jumps
Beyond Black-Box AI: A Theory of Interpretable Transformers for Asset Pricing
[SSRN] [Replication Code: FinTRANS coming soon! ]
Scale-Insensitive Neural Network Significance Tests
[SSRN] [ArXiV]
The Social Signal, News Media, and Information Spillover (w/Xin Lin and Farshid Vahid)
[SSRN][GenAI Podcast: Summary][Slides]
A Semi-Analytic Approach for Specification Testing: Theory and Evidence (w/Stoyan Stoyanov)
[SSRN] [GenAI Podcast: Summary] [Replication Code: adequacy.test ] [Slides]
Investor Disagreement: The Secret Fuel Behind Stock Price Jumps (w/Xin Lin)
[SSRN]