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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 | リサーチ
The Introductory Guide to Net Zero 2050 Climate Equities
The Introductory Guide to Net Zero 2050 Climate Equities
Climate change is the biggest challenge facing humanity – and it’s also the biggest investment opportunity.
16-09-2022 | インサイト
Building back bond exposure
Building back bond exposure
The outlook for bond investing has improved.
08-09-2022 | インサイト
Schrödinger’s economy – when should we open the box?
Schrödinger’s economy – when should we open the box?
Knowing the true state of the US economy will be key to assessing risks for the coming months, says multi-asset investor Colin Graham.
07-09-2022 | 月次アウトルック
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 | インサイト
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 | インサイト
‘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 | インタビュー
‘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 | インタビュー
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 | インサイト
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 | インサイト
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 | インサイト
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 | インサイト
Robeco launches pure-play net zero climate strategy
Robeco launches pure-play net zero climate strategy
Robeco has created a ‘no nonsense’ Net Zero 2050 Climate Equities strategy that will seek the world’s leaders in decarbonization.
18-07-2022 | インサイト
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 | ポッドキャスト
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 | インサイト
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 | インサイト
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 | インサイト
SI Dilemmas: We need to start thinking differently about SI and returns
SI Dilemmas: We need to start thinking differently about SI and returns
For many years, the debate has raged among investors and academics about whether sustainable investors need to sacrifice returns in order to achieve their values.
23-06-2022 | SI Dilemmas
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 | インサイト
投資家の8割がエンゲージメントを重視
投資家の8割がエンゲージメントを重視
ロベコの「世界気候調査」において、投資家の約80%が、この先2年間にエンゲージメントが投資方針の重要要素になると回答しました。
13-06-2022 | インサイト
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 | インサイト
‘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 | インタビュー
より良い世界を目指すエンゲージメント? その挑戦、受けて立つ!
より良い世界を目指すエンゲージメント? その挑戦、受けて立つ!
2005年以来、ロベコはエンゲージメントをサステナビリティ戦略の重要要素と位置付けてきました。
07-06-2022 | インサイト
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 | インサイト
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 | リサーチ
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 | インサイト
‘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 | インタビュー
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 | インサイト
Markets are a voting machine, investing is a weighing machine
Markets are a voting machine, investing is a weighing machine
Weighing up the long view has never been more important as turbulence continues to hit markets, says multi-asset investor Colin Graham.
18-05-2022 | インサイト
The performance in government bonds is a reminder that it’s all relative
The performance in government bonds is a reminder that it’s all relative
So far this year we’ve seen fixed income assets cheapening faster than at any time in over 40 years.
18-05-2022 | インサイト