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Insights

Factoring carbon taxes into a Value strategy
Factoring carbon taxes into a Value strategy
Incorporating carbon taxes into a Value strategy at a stock level is equivalent to imposing carbon footprint constraints on the overall portfolio.
22-12-2021 | Research
The quant cycle
The quant cycle
Equity factors follow their own sentiment-driven cycle that cannot be explained by traditional business cycle indicators.
19-10-2021 | Research
Looking under the bonnet of passive thematic indices
Looking under the bonnet of passive thematic indices
Passive thematic indices effectively trade against quant investors due to their generally negative exposures to factors.
12-10-2021 | Insight
Low Volatility investing: now more than ever
Low Volatility investing: now more than ever
Low Volatility strategies can handle changes in the investment landscape.
01-06-2021 | Insight
The Low Volatility effect in China
The Low Volatility effect in China
In our recent study, we uncover the presence of a strong Low Volatility effect in the Chinese A-share market.
19-05-2021 | Insight
Fresh capital has not run dry for unsustainable firms
Fresh capital has not run dry for unsustainable firms
Despite rising interest in sustainable investing, unsustainable companies have faced no obstacles in raising funds in public markets.
11-03-2021 | Research
ETFs have yet to prove that they can beat active funds
ETFs have yet to prove that they can beat active funds
Exchange-traded funds (ETFs) are commonly regarded as efficient, low-cost alternatives to actively managed mutual funds.
18-02-2021 | Research
The quant equity crisis of 2018-2020: Cornered by ‘big growth’
The quant equity crisis of 2018-2020: Cornered by ‘big growth’
The 2018-2020 quant equity crisis posed an exceptional challenge to quantitative managers due to a rare combination of circumstances.
16-02-2021 | Research
When equity factors drop their shorts
When equity factors drop their shorts
How can you best construct an equity market neutral portfolio using a factor-investing approach?
01-02-2021 | Insight
Long read: Why I am more bullish than ever on quant
Long read: Why I am more bullish than ever on quant
Following more than two years of quant strategies generally underperforming sharply, investors are questioning whether quantitative investing is still viable.
11-11-2020 | Column
Factor investing – going beyond Fama and French
Factor investing – going beyond Fama and French
There is more to factor investing than the standard academic factors, says Head of Quant Research David Blitz.
02-11-2020 | 5-Year outlook
Low-risk stocks behave like bonds
Low-risk stocks behave like bonds
Low-risk stocks are very bond-like.
13-10-2020 | Research
Sustainable investing in equilibrium
Sustainable investing in equilibrium
This is a theoretical paper which investigates what happens if some investors care about ESG, while others do not, or care less.
10-06-2020 | From the field
Now more than ever, it’s time to think outside the Fama-French factor box
Now more than ever, it’s time to think outside the Fama-French factor box
2010-2019 was a lost decade for the Fama-French factors.
28-04-2020 | Research
Appraising home bias exposure
Appraising home bias exposure
The home market bias is one of the clearest examples of behavioral biases among investors.
22-04-2020 | From the field
How to navigate the equity ‘factor zoo’
How to navigate the equity ‘factor zoo’
The number of equity factors reported in the academic literature has exploded.
27-03-2020 | Research
A review of 20 years of academic literature on mutual funds
A review of 20 years of academic literature on mutual funds
How skilled are asset managers?
19-03-2020 | From the field
The volatility effect revisited
The volatility effect revisited
Over the past decade, low volatility has become a popular investment style.
07-01-2020 | Research
Seasonal patterns in individual stock returns
Seasonal patterns in individual stock returns
New insights on monthly stock return patterns.
10-07-2019 | From the field
Passive investing and sustainability are incompatible
Passive investing and sustainability are incompatible
Sustainable investing requires active choices and so cannot be done purely passively, Robeco quant specialists say.
18-01-2019 | Insight
Fama-French 5-factor model: why more is not always better
Fama-French 5-factor model: why more is not always better
Fama and French have expanded their original 3-factor model by adding two factors.
15-09-2018 | Insight
Next time, ask your fund manager what kind of car they drive
Next time, ask your fund manager what kind of car they drive
Tell me what car you drive and I will tell you who you are.
13-12-2017 | From the field
Losing money with passive investing
Losing money with passive investing
Passive investing may be popular, but it also raises serious concerns.
18-10-2017 | Column
Mixed versus integrated multi-factor portfolios
Mixed versus integrated multi-factor portfolios
Many investors acknowledge the merits of factor investing but disagree on how to implement it.
12-10-2017 | Insight
Research reveals why sin stocks outperform
Research reveals why sin stocks outperform
The mystery of sin stocks’ outperformance has finally been unraveled.
11-09-2017 | Research
Active weight instead of active share?
Active weight instead of active share?
A 2015 study* argues that a simplified measure of activeness, termed active weight, is even more effective than active share.
21-02-2017 | From the field
Is the relationship between risk and return positive or negative?
Is the relationship between risk and return positive or negative?
This paper challenges the earlier work of Fu (2009).
16-11-2016 | From the field
What is factor investing?
What is factor investing?
Although Factor Investing is rapidly gaining popularity, there are still ongoing debates about this concept.
15-09-2016 | Insight
The profitability of low volatility
The profitability of low volatility
Some people argue that the low risk anomaly can be explained by ‘profitability’, an example of a ‘quality’ factor.
08-09-2016 | Research
Low-volatility evidence dating back to 1873
Low-volatility evidence dating back to 1873
As new historical databases are opening up, there are great opportunities for out-of-sample tests of market anomalies.
15-02-2016 | Insight
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