Biography
Onno Kleen is Assistant Professor in Econometrics at the Erasmus School of Economics, Erasmus University Rotterdam. His research focuses on time series econometrics and its applications in financial economics, macro-finance, and distribution forecasting. He combines modern econometric methods with substantive questions related to financial risk, volatility, forecasting, and decision-making under uncertainty. In his work, he bridges the gap between classical machine learning methods and time series econometrics.
His work contributes both methodologically and empirically to the modelling and forecasting of financial and macro-financial risks. His research has been published in journals such as the Journal of Applied Econometrics, the Journal of Statistical Software, and the International Journal of Forecasting. In addition, he develops and maintains R packages that support applied researchers working with financial and high-frequency data.
More information
Work
- Christian Conrad, Onno Kleen & Rasmus Lönn (2026) - Volatility forecasting for low-volatility investing - International Journal of Forecasting, 42 (2), 570-586 - doi: 10.1016/j.ijforecast.2025.08.006 - [link]
- Onno Kleen (2024) - Scaling and measurement error sensitivity of scoring rules for distribution forecasts - Journal of Applied Econometrics, 39 (5), 833-849 - doi: 10.1002/jae.3056 - [link]
- Gustavo Freire & Onno Kleen (2023) - Equity Option Prices and Firm Characteristics - doi: 10.2139/ssrn.4342597
- Christian Conrad, Onno Kleen & Rasmus Lonn (2022) - Volatility forecasting for low-volatility investing - doi: 10.2139/ssrn.4158925
- Onno Kleen & Anastasija Tetereva (2022) - A Forest Full of Risk Forecasts for Managing Volatility - doi: 10.2139/ssrn.4161957
- Onno Kleen, Kris Boudt & Emil Sjørup (2022) - Analyzing Intraday Financial Data in R: The highfrequency Package - Journal of Statistical Software, 104 (8), 1-36 - doi: 10.18637/jss.v104.i08 - [link]
- Christian Conrad & Onno Kleen (2020) - Two are better than one: Volatility forecasting using multiplicative component GARCH-MIDAS models - Journal of Applied Econometrics, 35 (1), 19-45 - doi: 10.1002/jae.2742 - [link]
- Onno Kleen (2019) - Scaling and Measurement Error Sensitivity of Scoring Rules for Distribution Forecasts - doi: 10.2139/ssrn.3476461
- Onno Kleen (2025) - Volatility forecasting for low-volatility investing (Speaker)
Activity: Oral presentation › Academic - Onno Kleen (2025) - Volatility forecasting for low-volatility investing (Speaker)
Activity: Oral presentation › Academic - Onno Kleen (2025) - Leverage, feedback, or both? (Speaker)
Activity: Invited talk › Academic - Onno Kleen, Anastasija Tetereva, Gustavo Bulhoes Carvalho da Paz Freire, Rasmus Lonn, Maria Grith, Alberto Quaini, Evgenii Vladimirov & Mariia Artemova (2025) - Financial Econometrics Meets Machine Learning 2025 (Organiser)
Activity: Organising and contributing to an event › Academic - Onno Kleen (2024) - Cluster Natural Gradient Boosting for Cross-sectional Distribution Forecasting of Volatility (Speaker)
Activity: Oral presentation › Academic - Onno Kleen (2024) - Equity option prices and firm characteristics (Speaker)
Activity: Oral presentation › Academic - Onno Kleen (2024) - University of Copenhagen (Visiting researcher)
Activity: Visiting an external academic institution › Academic - Onno Kleen, Maria Grith, Alberto Quaini & Anastasija Tetereva (2024) - Financial Econometrics Meets Machine Learning 2024 (Organiser)
Activity: Organising and contributing to an event › Academic - Onno Kleen (2023) - Equity Options and Firm Characteristics (Speaker)
Activity: Oral presentation › Academic - Onno Kleen (2023) - Equity Options and Firm Characteristics (Speaker)
Activity: Oral presentation › Academic
Seminar in Investing
- Year
- 2025
- Course Code
- FEB23022
Introduction to Machine Learning
- Year
- 2025
- Course Code
- FEB23025
Inform Internship & Minor (econometrics)
- Year
- 2025
- Course Code
- FEB62011
Machine Learning in Econometrics
- Year
- 2025
- Course Code
- FEM21045
Machine Learning in OR
- Year
- 2025
- Course Code
- FEM21046
Master's Thesis Proposal QF
- Year
- 2025
- Course Code
- FEM21056
Master’s thesis Quantitative Finance
- Year
- 2025
- Course Code
- FEM21057
Thesis Hub Master
- Year
- 2025
- Course Code
- FEM61007H
