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Aalto University School of Business Master's Theses are now in the Aaltodoc publication archive (Aalto University institutional repository)
School of Business | Department of Finance | Finance | 2016
Thesis number: 14577
Cross-asset time series momentum
Author: Pitkäjärvi, Aleksi
Title: Cross-asset time series momentum
Year: 2016  Language: eng
Department: Department of Finance
Academic subject: Finance
Index terms: rahoitus; financing; hinnoittelu; pricing; ennusteet; forecasts; aikasarja-analyysi; time series
Pages: 58
Key terms: asset pricing, time series momentum, cross-asset predictability
Time series momentum has been one of the most interesting topics in the recent asset pricing literature. This thesis contributes to this existing literature in three ways. First, we study single-asset time series predictability using a sample of 178 bond indices, commodity indices, equity indices, and foreign exchange rates from 1970 to 2015, and show that the previously documented single-asset time series predictability results are also present in this much larger data set. Second, we study cross-asset time series predictability using a broad, international sample of 57 bond indices, equity indices, and foreign exchange rates from 1980 to 2015, and find evidence for five distinct kinds of cross-asset predictability, three of which are new to the literature. Finally, we apply these results to the construction of new cross-asset time series momentum trading strategies, and show that these new strategies typically outperform the single-asset strategies previously considered in the literature.
Master's theses are stored at Learning Centre in Otaniemi.