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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 | Ricerca
Nowcasting growth to enrich the factors used for government bond selection
Nowcasting growth to enrich the factors used for government bond selection
We have added a quality measure for the selection of government bonds.
31-08-2022 | Visione
Investing across deflation, inflation and stagflation
Investing across deflation, inflation and stagflation
Real returns on equities and multi-asset portfolios are typically poor when inflation is high, especially in times of stagflation.
29-08-2022 | Visione
‘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 | Intervista
‘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 | Intervista
Quant chart: enhancing emerging market factors
Quant chart: enhancing emerging market factors
Emerging markets have proven to be fruitful for well-established equity factors.
16-08-2022 | Visione
Marrying sustainability and emerging markets expertise in quantitative strategies
Marrying sustainability and emerging markets expertise in quantitative strategies
The most sustainable emerging market companies are on par with those in developed markets.
03-08-2022 | Visione
Should shorting count for net-zero portfolios?
Should shorting count for net-zero portfolios?
Short positions can be a meaningful add-on, but should not be an excuse for inaction on the long side of a portfolio.
27-07-2022 | Visione
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 | Visione
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
Ten years of successful factor investing in credit markets
Ten years of successful factor investing in credit markets
A decade of live track-records shows that our factor-based credit investing approach delivers improved risk-adjusted returns compared to the market.
30-06-2022 | Visione
Quant chart: Cornered by Big Oil
Quant chart: Cornered by Big Oil
Positive year-to-date returns from oil stocks are bucking the trend given the S&P 500 Index has slid into bear market territory.
29-06-2022 | Visione
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 | Visione
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 | Visione
‘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 | Intervista
Quality: the underappreciation of well-managed businesses
Quality: the underappreciation of well-managed businesses
Persistent human errors when forming future earnings expectations for companies give rise to the Quality premium.
01-06-2022 | Visione
Beyond Fama-French: alpha from short-term signals
Beyond Fama-French: alpha from short-term signals
Positive net alpha from established short-term signals can be harvested practically by investors.
31-05-2022 | Ricerca
Conservative investing stands the test of time
Conservative investing stands the test of time
Conservative investing (also termed defensive or low-risk investing) is all about winning by losing less.
23-05-2022 | Visione
‘I have always tried to make sense of human behavior’
‘I have always tried to make sense of human behavior’
People’s normal wants, even more than their cognitive and emotional shortcuts and errors, underlie answers to important questions of finance.
19-05-2022 | Intervista
Navigating bond markets in times of stagflation
Navigating bond markets in times of stagflation
High inflation and central bank tightening are already leading to rising yields and negative bond returns.
18-05-2022 | Visione
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 | Visione
‘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 | Intervista
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 | Visione
Data sets – factor investing in corporate bonds
Data sets – factor investing in corporate bonds
A research-driven approach is at the core of everything we do.
29-04-2022 | Data sets
Higher risk-free returns do not lead to higher total stock returns
Higher risk-free returns do not lead to higher total stock returns
Our research shows that equity risk premiums tend to be higher when risk-free returns are low, and vice versa.
26-04-2022 | Ricerca
The Formula: Maximum drawdown
The Formula: Maximum drawdown
Capital preservation and steady performance are important considerations in investing.
31-03-2022 | Visione
Podcast: Equity factors are even older than we thought
Podcast: Equity factors are even older than we thought
New Robeco research confirms that investors’ behavioral biases have been around since the days of the American Wild West.
21-03-2022 | Podcast
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 three-factor model by adding two factors, namely investment and profitability.
10-03-2022 | Visione
‘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 | Intervista
Shrunk betas can fortify Low-risk portfolios
Shrunk betas can fortify Low-risk portfolios
Research shows that beta forecasts are improved by shrinking correlations more than relative volatilities.
17-02-2022 | Ricerca
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Disclaimer

Confermo di essere un cliente professionale

Le informazioni e le opinioni contenute in questa sezione del Sito cui sta accedendo sono destinate esclusivamente a Clienti Professionali come definiti dal Regolamento Consob n. 16190 del 29 ottobre 2007 (articolo 26 e Allegato 3) e dalla Direttiva CE n. 2004/39 (Allegato II), e sono concepite ad uso esclusivo di tali categorie di soggetti. Ne è vietata la divulgazione, anche solo parziale.

Al fine di accedere a tale sezione riservata, si prega di confermare di essere un  Cliente Professionale, declinando Robeco qualsivoglia responsabilità in caso di accesso effettuato da una persona che non sia un cliente professionale.

In ogni caso, le informazioni e le opinioni ivi contenute non costituiscono un'offerta o una sollecitazione all'investimento e non costituiscono una raccomandazione o consiglio, anche di carattere fiscale, o un'offerta, finalizzate all'investimento, e non devono in alcun caso essere interpretate come tali.

Prima di  ogni investimento, per una descrizione dettagliata delle caratteristiche, dei rischi e degli oneri connessi, si raccomanda di esaminare il Prospetto, i KIIDs delle classi autorizzate per la commercializzazione in Italia, la relazione annuale o semestrale e lo Statuto, disponibili sul presente Sito o presso i collocatori.
L’investimento in prodotti finanziari è soggetto a fluttuazioni, con conseguente variazione al rialzo o al ribasso dei prezzi, ed è possibile che non si riesca a recuperare l'importo originariamente investito.

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