Erdener Emin Eker
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eferdener.bsky.social
Erdener Emin Eker
@eferdener.bsky.social
METU Economics PhD Candidate
TEDU Economics Teaching/Research Αssistant
Applied Econometrics-Machine Learning
AI agents are reshaping economics 🤖📊 Korinek’s new JEL update shows how they can plan, code & analyze, and why economists must guide them wisely. Read more 👇
🤖 AI Agents for Economic Research - Anton Korinek
In this edition of the newsletter, I review the essential contributions of Anton Korinek on how AI can be employed in every step of economic research. In the latest update to “Generative AI for Econom...
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September 28, 2025 at 11:04 AM
ML & Economics Newsletter (August 2025 Edition) 👇

📈 ML & stock trading
👶 Child labor risks
💼 Portfolio precision
🏥 Infant mortality
🌍 Green directors & ESG

#MachineLearning #Economics #Finance #DevelopmentEconomics #HealthEconomics #Sustainability #Forecasting #DeepLearning #Policy #MLNewsletter
Machine Learning Applications in Economics: Key Insights from Top Journals (August 2025 Edition)
For August 2025, I’ve selected five papers from journals including Applied Economics, Journal of Econometrics, and Finance Research Letters. This month’s collection covers topics in finance, labor, he...
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September 7, 2025 at 12:06 PM
ML & Economics Newsletter (July 2025 Edition) 👇

🎓 Gender & ML
💉 Causal inference in RCTs
💼 Tax incidence via DiD-CF
🧠 AI & social behavior
🌱 Green finance w/ XGBoost

#MachineLearning #Economics #CausalInference #GreenFinance #GenderEquality #RCTs #AIethics #TaxPolicy #Forecasting #MLNewsletter
Machine Learning Applications in Economics: Key Insights from Top Journals (July 2025 Edition)
For July 2025, I’ve selected five papers from recent publications in journals from the American Economic Review to Econometrica that apply ML in economics research. These studies range from shifting r...
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August 3, 2025 at 9:17 AM
🛢️ Can Geopolitical Risk Predict Oil Volatility?

This week, I examine a paper that investigates how geopolitical risk influences oil futures volatility in China and the U.S., utilizing explainable machine learning.

#MachineLearning #Economics #XGBoost #SHAP #GeopoliticalRisk #OilMarkets #MLinEcon
🛢️ Can Geopolitical Risk Predict Oil Volatility? A Tale of Two Markets: China vs. the USA
In this edition, I'm summarizing another recent study that bridges energy economics and explainable Machine Learning to explore a critical question: Do geopolitical risks affect crude oil volatility d...
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July 20, 2025 at 9:52 AM
📊 New Econ & ML Newsletter post: "Beyond Ethics: Machine Learning Reveals the Financial Logic of Sustainable Investment Markets"

#EconAndML #MachineLearning #SustainableFinance #AcademicResearch #PaperReview #FinanceTwitter #Newsletter

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July 13, 2025 at 11:10 AM