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Insights

Quant chart: alternative peer groups
Quant chart: alternative peer groups
We use data on analyst coverage to identify firms followed by the same analysts and categorize them as being related peers.
10-11-2022 | Insight
Manager in the middle
Manager in the middle
24-10-2022 | Daily sketch
From carrier pigeons to AI – gaining an edge with alternative data
From carrier pigeons to AI – gaining an edge with alternative data
Investors increasingly prefer alternative data over more traditional sources.
12-10-2022 | Insight
Academic insights into using machine learning for valuation
Academic insights into using machine learning for valuation
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
‘Alternative data allows you to take a deeper look’
‘Alternative data allows you to take a deeper look’
Novel data sources and techniques can help you tap into alternative alpha.
24-08-2022 | Interview
‘Quantification of sustainability can be pushed even further’
‘Quantification of sustainability can be pushed even further’
There is a large amount of untapped alternative data that can be used for sustainable investments.
18-08-2022 | Interview
Global Consumer Trends: Consistency matters
Global Consumer Trends: Consistency matters
Growth stocks have gone through the wringer in the first half of 2022.
19-07-2022 | Insight
Behold, the metaverse
Behold, the metaverse
For a technology that is still in the early stages, the metaverse has attracted widespread attention and considerable capital.
14-07-2022 | Insight
PodcastXL: The pursuit of alternative alpha
PodcastXL: The pursuit of alternative alpha
It has been hailed as the next frontier in quant investing.
13-07-2022 | Podcast
Half-time! And what a ride it has been
Half-time! And what a ride it has been
After a turbulent first half of the year, the summer holidays represent a great time to catch up on useful information that you might have missed amid the tumult.
08-07-2022 | Insight
The future of fashion
The future of fashion
As long-term investors, we think carefully about the impact of secular changes in consumer behavior on industries and individual companies.
28-06-2022 | Insight
Podcast: Aggressive growth stocks face an uphill battle
Podcast: Aggressive growth stocks face an uphill battle
A year ago today, the scope for growth stocks – and particularly tech-related growth companies – still seemed boundless.
20-06-2022 | Podcast
Circular solutions – a triple threat for supply chain challenges
Circular solutions – a triple threat for supply chain challenges
The certainty of climate change combined with the uncertainty of geopolitics means risks to supply chains are greater than ever.
16-06-2022 | Insight
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 | Insight
‘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 | Interview
‘A strong research culture enables you to stay true to your investment philosophy’
‘A strong research culture enables you to stay true to your investment philosophy’
Quant investing is very much a team sport, in fact more so than ever.
13-05-2022 | Interview
Electric vehicle adoption accelerating as costs fall
Electric vehicle adoption accelerating as costs fall
Internal analysis substantiates that electric vehicle (EVs) have reached a critical inflection point.
14-04-2022 | Insight
‘Most people are not good investors because they are driven by greed and fear’
‘Most people are not good investors because they are driven by greed and fear’
Exciting stocks can pose significant risks to investors.
22-02-2022 | Interview
‘The main goal was to test for equity factors using an out-of-sample dataset’
‘The main goal was to test for equity factors using an out-of-sample dataset’
Creating novel databases for out-of-sample testing adds real value as people seldom take the time to perform such a task.
16-02-2022 | Interview
Resource Stewardship: new trend added to the MegaTrends capability
Resource Stewardship: new trend added to the MegaTrends capability
In June 2020, the World Economic Forum (WEF) organized its fiftieth annual meeting.
03-02-2022 | Insight
Consumer trends in 2022: the subscription economy and the metaverse
Consumer trends in 2022: the subscription economy and the metaverse
Megatrends keep unfolding.
25-01-2022 | Insight
Research on pre-1926 database reveals equity factors are ‘eternal’
Research on pre-1926 database reveals equity factors are ‘eternal’
New research reveals that equity factor styles have existed and persisted since the mid-19th century.
21-12-2021 | Research
Talk ‘22: ‘Staying the course is crucial’
Talk ‘22: ‘Staying the course is crucial’
Covid-19 has shown us that it is important to stick to our approach, says Wilma de Groot, Co-head of Quant Equity Portfolio Management.
17-12-2021 | Interview
The trends shaping our future in 118 sketches
The trends shaping our future in 118 sketches
They say a picture is worth a thousand words.
15-12-2021 | Insight
The low carbon transition is bound to be a watershed for financial institutions
The low carbon transition is bound to be a watershed for financial institutions
The private sector lending needed for the energy transition could reach USD 2 trillion annually over the 2021-2030 period.
14-12-2021 | Stunning statistics
Talk ‘22: ‘Digital currencies and the metaverse remind me of the internet 25 years ago’
Talk ‘22: ‘Digital currencies and the metaverse remind me of the internet 25 years ago’
We are on the cusp of a new digital wave, where even more things are going to become virtual, says Richard Speetjens, Head of Trends Investing.
08-12-2021 | Interview
Finding those growth niches prospering in the shadow of ‘big tech’
Finding those growth niches prospering in the shadow of ‘big tech’
Common wisdom has it that ‘big tech’ is a winner-takes-all industry.
03-12-2021 | Insight
Integrating ESG and carbon metrics alongside active engagements
Integrating ESG and carbon metrics alongside active engagements
The 2021 United Nations’ COP26, took place early November.
29-11-2021 | Insight
‘Alternative datasets can help predict future returns’
‘Alternative datasets can help predict future returns’
Big data can unlock a gold mine of information on investor behavior.
16-11-2021 | Interview
China: navigating the push towards technology leadership
China: navigating the push towards technology leadership
After more than three decades of accelerated catchup with more advanced economies, China is now engaged in a race for global technology leadership.
05-10-2021 | Insight
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