"The Devil in the Details: A Multiverse View of Pockets of Predictability"
Am Dienstag, den 14.01.2025, findet ein Vortrag im Rahmen des Finance and Insurance Seminars statt. Das Seminar beginnt um 16:15 h und findet im JUR 253, Universitätsstraße 14-16 statt. Im Wintersemester 2024/2025 wird das Finance and Insurance Seminar in Präsenz durchgeführt. Für Interessenten wird ein Zoom Meeting angeboten. Die Zugangsdaten werden auf Anfrage mitgeteilt. Bitte senden Sie hierfür eine Nachricht bis zum 14.01.2025, 12:00 h an alvia.runge@wiwi.uni-muenster.de.
Prof. Dr. Christian Fieberg, HSB - Hochschule Bremen, hält einen Vortrag zum Thema:
"The Devil in the Details: A Multiverse View of Pockets of Predictability"
The growing complexity of forecasting models increases the number of decision nodes in the research process, raising the risk of overfitting to specific design choices. We illustrate this issue using the recent concept of “pockets of predictability,” which posits that return predictability is time-varying and that short windows of high predictability can be identified ex-ante. In this study, we reassess the robustness and practical applicability of this approach. By analyzing a multiverse of 19,440 variations of the original methodology, we find that its effectiveness depends critically on various seemingly minor methodological decisions. Furthermore, return predictability has declined significantly in recent decades, and the potential economic gains are highly sensitive to trading costs. Overall, strategies based on pockets of predictability should be approached with caution.