ONUR ÇELEBİ / RESEARCH ARCHIVE

Publications &
research.

Exploring financial markets, econometric methods,
and the economics of healthcare.

Explore the work

The collection

3 publications · 1 thesis · doctoral topic under consideration

Hospital Bed Utilization Patterns across Healthcare Sectors in Türkiye: A Sector-Level Analysis for 2020–2024

Maliye ve İktisat Alanında Güncel Konular · Özgür Yayınları · Chapter 10, pp. 217–230

Research summary

Examines bed occupancy, length of stay, bed turnover, and turnover intervals across public, university, and private hospitals in Türkiye during 2020–2024. Descriptive sector-year analysis and Pabon Lasso mapping identify distinct utilization patterns relevant to capacity planning.

Read chapter DOI 10.58830/ozgur.pub1461.c5863 ↗

GLP-1 Use, Downstream Medical Spending, and Acute-Care Burden Among Adults with BMI-Defined Obesity: An Overlap-Weighted MEPS Analysis

Healthcare · Volume 14, Issue 15 · Article 2362

Research summary

Uses overlap-weighted MEPS analyses to examine associations between GLP-1 use, medical spending, and acute-care utilization among adults with BMI-defined obesity. GLP-1 use was associated with lower non-drug and acute-care spending but higher total spending; the observational findings do not establish causality.

View on PubMed DOI 10.3390/healthcare14152362 ↗

PhD Research — Topic Under Consideration

Ankara University · Economics

The doctoral research topic is currently under consideration and has not yet been finalized.

Conditional Variance Models and Causality Analysis for the Cryptocurrency Market: An Application

Dokuz Eylül University · Master’s thesis in Finance · 2023 · Advisor: Prof. Dr. Erhan Demireli

Research summary

Examines cryptocurrency volatility using GARCH-family models and causality tests. The related article, “Accurate Conditional Variance Models for Predicting Asymmetric Volatility in Cryptocurrency Markets,” was published with Erhan Demireli in 2024.

View thesis record Related article ↗

Research background & professional profileExplore background

Research Areas & Future Work

Current Research Focus

  • Volatility modeling and market transmission mechanisms
  • AI applications in financial forecasting and risk assessment
  • Cryptocurrency market analysis and portfolio optimization
  • Econometric modeling for investment strategy applications
  • Machine learning integration in financial economics

Research Interests

  • Financial market volatility and transmission channels
  • AI-enhanced econometric models
  • Digital asset markets and regulatory frameworks
  • Cross-border financial data integration
  • Risk modeling and portfolio optimization

Professional Development & Skills

Academic Achievements

  • • PhD in Economics (In Progress) - Ankara University
  • • MSc in Finance - GPA: 3.96/4.00
  • • BA in Economics & Business - University Grenoble Alpes
  • • Associate Degree in Computer Programming (In Progress)

Professional Experience

  • • Founder - Celebi Financial Consultancy
  • • Research Engineer - Outlier (AI-Finance)
  • • Financial Strategist - Renault Group
  • • Credit Strategist - BNP Paribas

Certifications & Languages

  • • TOEFL iBT: 104/120 (English C2)
  • • DALF Certified (French C2)
  • • GRE: Quantitative 162/170
  • • Python Programming Certificate

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