Publications
Published
Evaluating Fine-Scale Air-Quality Heterogeneity Using a Low-Cost Multipollutant Sensor Network in Twin Cities, Minnesota
ACS ES&T Air, 2025
Income-Based Exposure Disparities Across California Counties, 2000–2023: A Generalizable Statistical Framework
Environmental Research: Health, 2025
WIP: Structured AI Tutoring in Engineering Education
IEEE Frontiers in Education Conference (FIE), 2025
Computer-Aided Instruction for K–12 Teachers: A Cognitive Apprenticeship Approach to LLM Integration
IEEE Frontiers in Education Conference (FIE), 2025
Under Review
From Answer Generators to Thinking Partners: Scaffolded LLM Tutors in Statistics Education
Submitted to Journal of Statistics and Data Science Education (JSDSE), 2025
Conference Proceedings
A Multiplicative Factor Multi-Frequency Exponential GARCH Model
JSM Proceedings — Business and Economic Statistics Section, 2022
An Asymmetric Hyperbolic Generalized Autoregressive Conditional Heteroscedastic Model
JSM Proceedings — Business and Economic Statistics Section, 2021
Dissertation
The Multiplicative Factor Multi-Frequency Exponential GARCH ((MF)²EGARCH)
Ph.D. Dissertation, Missouri University of Science and Technology, 2023
Working Papers
The Shape of Volatility Memory: Sub-Exponential ARCH(∞) Kernels Across 100+ Financial Assets In production
Target: Journal of Business & Economic Statistics
MF2V-GARCH: Augmenting Multi-Factor Volatility with Smoothed Trading Volume In production
Target: Journal of Forecasting
MF2-GARCH-A: Volatility Modelling with a Sign-Sensitive Long-Run Component Near completion
Target: International Journal of Forecasting
The Multiplicative Factor Multi-Frequency Exponential GARCH (MF2-EGARCH) Near completion
Target: International Journal of Forecasting
Multiple Regime Hyperbolic GARCH (MR-HYGARCH): A Regime-Switching Asymmetric Long-Memory Model Near completion
Target: TBD
Improving Influenza Forecasting: A GRU-CNN Hybrid Model with Yeo-Johnson Scaling In preparation
Target: TBD
Selected Presentations
| Year | Title | Venue |
|---|---|---|
| 2025 | Hybrid LSTM Deep Learning Model for Forecasting Influenza-Like Illnesses | JSM, Nashville, TN (Contributed Paper) |
| 2025 | Findings from ELEVATE | AI in Education Day, UC Berkeley (Invited Panel) |
| 2025 | Build Your AI Teaching Assistant | NextTech Kern (Session Lead) |
| 2022 | A Multiplicative Factor Multi-Frequency Exponential GARCH Model | JSM, Washington DC (Contributed Paper) |
| 2021 | The Asymmetric Hyperbolic GARCH Model | JSM Virtual (Speed Presentation) |