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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
‘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
Menselijke instincten veroorzaken waardepremie
Menselijke instincten veroorzaken waardepremie
Bedrijven met een geweldig groeiverhaal kunnen beleggers lokken, terwijl bedrijven met weinig publiciteit ze juist kunnen afschrikken.
04-02-2022 | Visie
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
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
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
Some factors are now more equal than others
Some factors are now more equal than others
There is no free lunch when it comes to harvesting factor premiums.
06-10-2021 | 5-jaars vooruitblik
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 | Visie
Deep evidence that factor investing works well in bond markets
Deep evidence that factor investing works well in bond markets
More than two centuries of data confirms that value, momentum and low risk offer attractive premiums.
12-07-2021 | Visie
Value investing’s five principles that have stood the test of time
Value investing’s five principles that have stood the test of time
Value and growth investing have long had a back and forth relationship, with one style leading the market for a period before investors turn in favor of the opposite style.
22-06-2021 | Visie
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 | Visie
From deep value to ‘value with a future’
From deep value to ‘value with a future’
As the global economy continues to recover, our positive stance on global equity markets remains well underpinned.
28-04-2021 | Quarterly outlook
Geen quantcrisis in credits
Geen quantcrisis in credits
Quantstrategieën hebben goed gewerkt in credits.
01-04-2021 | Visie
Niet iedereen profiteert evenveel van de waarderally
Niet iedereen profiteert evenveel van de waarderally
De recente verbetering in waarde wakkert opnieuw de hoop aan op een comeback en zorgt voor de ideale omstandigheden voor een omvangrijke en consistente exposure naar deze stijl.
25-03-2021 | Visie
Spring has to come simply because economic fundamentals require it
Spring has to come simply because economic fundamentals require it
How do you perceive the quant equity winter?
26-02-2021 | Interview
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
De quantaandelencrisis van 2018-2020: verschalkt door grote groeiaandelen
De quantaandelencrisis van 2018-2020: verschalkt door grote groeiaandelen
De crisis in quantaandelen van 2018-2020 heeft kwantitatieve beleggers voor een uitzonderlijke uitdaging gesteld als gevolg van een zeldzame samenloop van omstandigheden.
16-02-2021 | Research
Podcast: Waarom ik denk dat de ‘quant winter’ voorbij gaat
Podcast: Waarom ik denk dat de ‘quant winter’ voorbij gaat
Maken waardeaandelen een comeback in 2021?
17-12-2020 | Podcast
Waardeschildpad eindelijk in beweging
Waardeschildpad eindelijk in beweging
De komst van een effectief Covid-19-vaccin kon wel eens de trigger zijn voor de wederopstanding van waardebeleggen, zegt Robeco-strateeg Peter van der Welle.
08-12-2020 | Maandelijkse vooruitblik
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-jaars vooruitblik
Waarde mogelijk weer in trek door stijgende koers-winstverhoudingen
Waarde mogelijk weer in trek door stijgende koers-winstverhoudingen
De drijvende kracht achter de stijgende aandelenmarkten in 2019 is een goed voorteken voor een terugkeer van waardebeleggen dit jaar, zeggen senior managers bij Boston Partners.
04-02-2020 | Visie
The strategic case for emerging markets factor investing
The strategic case for emerging markets factor investing
Factor premiums can be found in stock markets across the world, including emerging markets.
11-10-2018 | Research
Fama-French 5-factor model: five major concerns
Fama-French 5-factor model: five major concerns
In 2015, Nobel prize laureate Eugene Fama and fellow researcher Kenneth French revamped their famous 3-factor model.
27-03-2018 | Research
Does Carry add value to existing credit factors?
Does Carry add value to existing credit factors?
Is Carry a factor in its own right in credit markets?
11-07-2017 | Research
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 | Visie
Is rebalancing the source of factor premiums?
Is rebalancing the source of factor premiums?
Some argue that the mere mechanism of rebalancing increases returns, and that this explains the success of factor investment strategies.
14-08-2015 | Research
Balanced exposure to factors in credits
Balanced exposure to factors in credits
Robeco Global Multi-Factor Credits, launched on June 15, 2015, is an innovative fund offering balanced exposure to the Low-Risk, Value, Momentum and Size factors in the credit market.
23-07-2015 | Visie
What drives the value premium?
What drives the value premium?
The empirical evidence for the presence of a value premium in stock markets is overwhelming.
16-10-2014 | Research
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