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Insights

Identifying value stocks with machine learning
Identifying value stocks with machine learning
Machine learning (ML) mispricing models are designed to detect hidden nonlinearities that are important in predicting the fundamental value of stocks.
26-09-2022 | Research
Quant chart: Winning by losing less
Quant chart: Winning by losing less
Low-risk investing tends to deliver higher risk-adjusted long-term returns than the market as it tallies wins by losing less in down periods.
21-07-2022 | Insight
Beyond Fama-French: alpha from short-term signals
Beyond Fama-French: alpha from short-term signals
We believe positive net alpha from established short-term signals can be harvested practically by investors.
31-05-2022 | Research
Quant chart: Value accelerates to strongest start in decades
Quant chart: Value accelerates to strongest start in decades
Value has achieved the best start to a calendar year in over 35 years.
16-05-2022 | Insight
Quant chart: Meme stock frenzy confirms short-selling signal
Quant chart: Meme stock frenzy confirms short-selling signal
After more than a year following the short squeeze in so-called meme stocks, the informational advantage of short-selling data resurfaces.
29-04-2022 | Insight
What valuations and interest rates tell us about equity factors
What valuations and interest rates tell us about equity factors
Single and multi-factor equity portfolios are currently very attractively valued and factor premiums persist across interest rate cycles.
04-10-2021 | 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
Spring has sprung for Value investing
Spring has sprung for Value investing
Despite the recent rally in cheap stocks, we believe the Value upswing still has a way to go.
12-05-2021 | Insight
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