Ph.D. Marcin Chlebus

Short Research Description

My research focuses on using advanced econometric and machine learning techniques for modeling business decisions and risk management. I am particularly interested in explainable machine learning, which allows for understanding and interpreting predictive models in a business context.

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JEL Codes

C52 C53 C58 G17 G21

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Research Interests

Applied Econometrics Banking Sector Bootstrap Business Applications Credit Risk of Enterprises Discrete Choice Modeling Econometrics Forecasting Machine Learning Monte Carlo Quantitative Finance Risk Management Risk Management Methods Statistical Learning Methods Time Series Models

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Keywords

Business Decision Modeling Econometrics Explainable Machine Learning Machine Learning

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