japanja

Evidence-based investing

Behavioral finance studies the influence of psychology and sociology on the behavior of investors and how this can impact the financial markets.

This is a form of investing that uses specific academic insights and evidence in constructing investment portfolios.

At the request of the Norwegian Government Pension Fund, Ang, Goetzmann and Schaefer carried out research into investment performance realized in 2009. Interest in factor investing increased further as a result of this study.

Robeco believes in using an academic approach based on empirical evidence to identify and understand factor premiums. Robeco further conducts research into the reasons why factor premiums occur. This academic approach is also evident in the work the company performs jointly with the academic world and by the range of papers it publishes in academic journals.

Two research papers produced for Robeco by Professors Koedijk, Slager and Stork are examples of this collaboration. The first research paper, ‘Investing in Systematic Factor Premiums' provides mainly academic evidence for the existence of factors. The second, titled ‘Factor Investing in Practice: A Trustees' Guide to Implementation' (2014), takes a more practical approach.

In addition, Robeco organizes public debates on factor investing in cooperation with the academic world. Professors Gruber, Goetzmann and Ang, for instance, have been asked to speak during such debates.

* A. Ang, W.N. Goetzmann, S.M. Schaefer: 'Evaluation of Active Management of the Norwegian Government Pension Fund', 2009.

クオンツ運用
クオンツ運用

ロベコは25年以上にわたりクオンツ運用をリードし、応用研究を実践的なソリューションに適用してきました。

さらに読む
Forecasting stock crash risk with machine learning
Forecasting stock crash risk with machine learning
Machine learning techniques can be used to uncover nonlinear relationships between several variables to help forecast stock crash risk.
15-06-2022 | インサイト
Guide to sustainable quant equities investing
Guide to sustainable quant equities investing
The rules-based nature of quant investing lends itself well for sustainability integration.
09-06-2022 | インサイト
‘Factors are still the foundation of financial markets’
‘Factors are still the foundation of financial markets’
New data sources and techniques can help us to better understand factors.
08-06-2022 | インタビュー