Robotar styr tydligen aktiemarknaden, det vet de flesta vid det här laget. Mindre känt är hur robotarna styr aktiemarknaden. Kvantitativa fonder som styrs genom datoriserade och systematiska handelsstrategier som ofta kallas investeringsrobotar eller robotar, är den snabbast växande kategorin av fonder enligt en analys från Credit Suisse Group AG.
Som en följd av detta kontrollerar kvantitativa och passiva investeringsfonder nu cirka 60 procent av alla aktier, en fördubbling av denna andel på bara ett decennium. Samtidigt kommer endast tio (10) procent av volymerna från mänskliga diskretionära investerare enligt en studie från den amerikanska investmentbanken JPMorgan Chase & Co.
Den kvantitativa aktiehandeln med högfrekvent handel (eller HFT), svarade för mer än 52 procent av volymerna på de amerikanska börserna i maj 2017 enligt forskningsbyrån TABB Group LLC. Under 2009 var denna volym emellertid ännu högre. Då svarade HTF-handeln för 61 procent av volymerna,
Samtidigt är skillnaden i bruttoexponering mot amerikanska aktier mellan mänskliga och datoriserade investerare nu som allra störst. Roboten har investerat mycket mer enligt Credit Suisse-studien.
Källa: Bloomberg
Skyll på robotarna
Investerare med långt minne kommer ihåg hur datoriserad programhandel kom att bli ett samtalsämne när den ansågs ha förvärrat börskraschen 1987. På senare tid har Marko Kolanovic, globaltchef för kvantitativ och derivatforskning vid JPMorgan funnit att försäljningen i stora teknikaktierna den 9 juni och 12 juni drivits genom att ändrade datoriserade handelsstrategier för robothandel.
Datoriserad medelmåttighet?
Den växande tillämpningen av artificiell intelligens och datoriserad analys när det gäller beslutsfattande för investeringar producerar inte signifikant annorlunda, än mindre bättre, investeringsresultat. Detta visar en undersökning som genomförts av kapitalförvaltningsbolaget AllianceBernstein i april 2017.
Problemet som AllianceBernstein konstaterade och som rapporterades av CNBC, är att analysen av allt större datamängder resulterar i alltmer liknande investeringsstrategier.
Ännu värre är att så kallade kvantfonder som fattar investeringsbeslut baserade på sofistikerade statistiska modeller släpar efter mer traditionella fonder som förvaltas av mänskliga investeringschefer berättar Wall Street Journal.
Under perioden januari fram till maj 2017 steg kvantfonderna med endast 1,44 procent, jämfört med 8,7 % för S & P 500 Index (SPX)och 5,7 % för Vanguard Balanced Index Fund (VBINX), vilken har allokerat 60 procent av sitt kapital i aktier och 40 procent i obligationer, enligt Hedge Fund Research Inc. Dow Jones Industrial Average (DJIA)ökade med 6,3% i maj.
Trots det usla resultatet har investerarna gjort nettoinsättningar på 4,6 miljarder dollar till kvantfonder under första kvartalet 2017. Under samma period gjorde de nettouttag på över 10 miljarder dollar från andra typer av fonder, till exempel börshandlade fonder, så kallade ETFer.
As April winds down, markets remain on edge, with escalating tariffs and renewed trade tensions keeping volatility in focus. In this summary of our full-length newsletter, we spotlight gold and gold equities, both of which have surged to record levels. We also take a step back from the day-to-day noise in crypto to explore the broader shifts in the regulatory landscape in our latest Whitepaper and present Celestia in detail. Finally, we assess how Moat indexes have held up and evolved amid the turbulence.
Gold & Gold mining equities tend to shine during stress periods
Source: VanEck, World Gold Council.
Gold has attracted renewed interest from investors amid concerns about inflation, currency volatility, and overall market uncertainty. Gold mining companies have recently reported improved profit margins and cash generation, with some initiating share buybacks and maintaining relatively strong balance sheets. Despite these developments, many continue to trade below their historical valuation averages.
While historical trends indicate that gold and gold mining equities have outperformed during certain periods of market stress, these patterns may not repeat under different economic conditions. Performance can be influenced by a range of factors including interest rates, central bank policy, geopolitical developments, and investor sentiment.
⚖️ Whitepaper Highlights: How New Crypto Regulations May Shape the Future
Cryptocurrencies are entering a new era. With the re-election of Donald Trump and the implementation of the European Union’s Markets in Crypto-Assets (MiCA) regulation, digital assets are moving into a landscape defined not just by innovation, but also by regulatory clarity.
MiCA’s structured and transparent approach aims to promote legitimacy, safeguard investors, and enhance trust in digital asset markets across Europe. It could also serve as a blueprint for other jurisdictions looking to regulate crypto effectively.
Most blockchains, like Ethereum or Bitcoin, are monolithic which means they perform all major functions (consensus, data availability, and execution) on a single layer. This design ensures security but according to new modular networks, limits scalability and flexibility.
The modular blockchain thesis, which Celestia is leading, proposes separation of layers and respective responsibilities in the network.
Note: This article in not accessible to our UK readers.
🌊 Riding the Gold Wave
Chasing the Vein: Fund Flows into Gold Miners
Source: Mining.com. Data as of 21 March 2025. Note: Data covers 493 funds with combined assets under management of $62 billion.
U.S. equity markets experienced significant declines during the month of March. Meanwhile, spot gold price recorded new all-time highs, surpassing the $3,000 per ounce mark on 14 March and closing at a record price of $3123.57 on March 31, a 9.30% ($265.73) monthly gain. As of 31 March, gold prices have risen by 93.61% over the past five years (1). Investors should keep in mind that past performance is not representative of future results.
The gold miners, as represented by the NYSE Arca Gold Miners Index (GDMNTR), outperformed significantly, up 15.51% during March (2). This gain reflects both their operational leverage to rising gold prices and market perceptions of relative value. However, gold miners can also be subject to heightened volatility, operational risks, and sensitivity to commodity price swings.
While gold and gold equities may serve as diversifiers in a portfolio due to their historically low correlations with many asset classes, investors should remain mindful of the inherent risks, including price volatility, currency movements, and shifts in investor sentiment that can lead to rapid reversals in performance.
Market turbulence in March weighed on stocks. The Moat Index was not immune to the market turmoil, as it declined along with the broad U.S. equity market ending the month lower. However, the Moat Index showed resilience relative to the S&P 500—thanks in part to defensive sector resilience and underweight exposure to mega-caps.
At the same time, the SMID Moat Index lagged small and mid-caps in March. Smaller U.S. stocks were also impacted by global trade tensions and economic growth concerns with the broad small- and mid-cap benchmarks falling during the month. However, year-to-date, the SMID Moat Index remains ahead of the broader small- and mid-cap markets.
(1) Source: World Gold Council, ICE Data Services, FactSet Research Systems Inc.
(2) Source: Financial Times.
IMPORTANT INFORMATION
This is marketing communication. Please refer to the prospectus of the UCITS and to the KID/KIID before making any final investment decisions. These documents are available in English and the KIDs/KIIDs in local languages and can be obtained free of charge at www.vaneck.com, from VanEck Asset Management B.V. (the “Management Company”) or, where applicable, from the relevant appointed facility agent for your country.
For investors in Switzerland: VanEck Switzerland AG, with registered office in Genferstrasse 21, 8002 Zurich, Switzerland, has been appointed as distributor of VanEck´s products in Switzerland by the Management Company. A copy of the latest prospectus, the Articles, the Key Information Document, the annual report and semi-annual report can be found on our website www.vaneck.com or can be obtained free of charge from the representative in Switzerland: Zeidler Regulatory Services (Switzerland) AG, Neudtadtgasse 1a, 8400 Winterthur, Switzerland. Swiss paying agent: Helvetische Bank AG, Seefeldstrasse 215, CH-8008 Zürich.
For investors in the UK: This is a marketing communication targeted to FCA regulated financial intermediaries. Retail clients should not rely on any of the information provided and should seek assistance from a financial intermediary for all investment guidance and advice. VanEck Securities UK Limited (FRN: 1002854) is an Appointed Representative of Sturgeon Ventures LLP (FRN: 452811), which is authorised and regulated by the Financial Conduct Authority (FCA) in the UK, to distribute VanEck´s products to FCA regulated firms such as financial intermediaries and Wealth Managers.
This information originates from VanEck (Europe) GmbH, which is authorized as an EEA investment firm under MiFID under the Markets in Financial Instruments Directive (“MiFiD). VanEck (Europe) GmbH has its registered address at Kreuznacher Str. 30, 60486 Frankfurt, Germany, and has been appointed as distributor of VanEck products in Europe by the Management Company. The Management Company is incorporated under Dutch law and registered with the Dutch Authority for the Financial Markets (AFM).
This material is only intended for general and preliminary information and shall not be construed as investment, legal or tax advice. VanEck (Europe) GmbH and its associated and affiliated companies (together “VanEck”) assume no liability with regards to any investment, divestment or retention decision on the basis of this information. The views and opinions expressed are those of the author(s) but not necessarily those of VanEck. Opinions are current as of the publication date and are subject to change with market conditions. Information provided by third party sources is believed to be reliable and have not been independently verified for accuracy or completeness and cannot be guaranteed.
Morningstar® Wide Moat Focus IndexSM, Morningstar® US Sustainability Moat Focus Index, Morningstar® US Small-Mid Cap Moat Focus IndexSM, and Morningstar® Global Wide Moat Focus IndexSM are trademarks or service marks of Morningstar, Inc. and have been licensed for use for certain purposes by VanEck. VanEck’s ETFs are not sponsored, endorsed, sold or promoted by Morningstar, and Morningstar makes no representation regarding the advisability of investing in the ETFs. Morningstar bears no liability with respect to the ETFs or any securities.
Effective December 15, 2023, the carbon risk rating screen was removed from the Morningstar® US Sustainability Moat Focus Index. Effective December 17, 2021, the Morningstar® Wide Moat Focus IndexTM was replaced with the Morningstar® US Sustainability Moat Focus Index. Effective June 20, 2016, Morningstar implemented several changes to the Morningstar® Wide Moat Focus Index construction rules. Among other changes, the index increased its constituent count from 20 stocks to at least 40 stocks and modified its rebalance and reconstitution methodology. These changes may result in more diversified exposure, lower turnover, and longer holding periods for index constituents than under the rules in effect prior to that date.
NYSE Arca Gold Miners Index is a service mark of ICE Data Indices, LLC or its affiliates (“ICE Data”) and has been licensed for use by VanEck UCITSETF plc (the “Fund”) in connection with the ETF. Neither the Fund nor the ETF is sponsored, endorsed, sold or promoted by ICE Data. ICE Data makes no representations or warranties regarding the Fund or the ETF or the ability of the NYSE Arca Gold Miners Index to track general stock market performance. ICE DATA MAKES NO EXPRESS OR IMPLIED WARRANTIES, AND HEREBY EXPRESSLY DISCLAIMS ALL WARRANTIES OF MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE WITH RESPECT TO THE NYSE ARCA GOLD MINERS INDEX OR ANY DATA INCLUDED THEREIN. IN NO EVENT SHALL ICE DATA HAVE ANY LIABILITY FOR ANY SPECIAL, PUNITIVE, INDIRECT, OR CONSEQUENTIAL DAMAGES (INCLUDING LOST PROFITS), EVEN IF NOTIFIED OF THE POSSIBILITY OF SUCH DAMAGES. ICE Data Indices, LLC and its affiliates (“ICE Data”) indices and related information, the name “ICE Data”, and related trademarks, are intellectual property licensed from ICE Data, and may not be copied, used, or distributed without ICE Data’s prior written approval. The Fund has not been passed on as to its legality or suitability, and is not regulated, issued, endorsed’ sold, guaranteed, or promoted by ICE Data.
It is not possible to invest directly in an index.
Investing is subject to risk, including the possible loss of principal. Investors must buy and sell units of the UCITS on the secondary market via an intermediary (e.g. a broker) and cannot usually be sold directly back to the UCITS. Brokerage fees may incur. The buying price may exceed, or the selling price may be lower than the current net asset value. The indicative net asset value (iNAV) of the UCITS is available on Bloomberg. The Management Company may terminate the marketing of the UCITS in one or more jurisdictions. The summary of the investor rights is available in English at: complaints-procedure.pdf (vaneck.com). For any unfamiliar technical terms, please refer to ETF Glossary | VanEck.
No part of this material may be reproduced in any form, or referred to in any other publication, without express written permission of VanEck.
BBVA Acción Eurostoxx 50 ETF FI Cotizado Armonizado (BBVAE ETF) med ISIN ES0105321030, strävar efter att spåra EURO STOXX® 50-index. EURO STOXX® 50-indexet följer de 50 största företagen i euroområdet.
Den börshandlade fondens TER (total cost ratio) uppgår till 0,20 % p.a. ETFen replikerar resultatet av det underliggande indexet genom full replikering (köper alla indexbeståndsdelar). Utdelningarna i ETFen delas ut till investerarna (halvårsvis).
BBVA Acción Eurostoxx 50 ETF FI Cotizado Armonizado har tillgångar på 133 miljoner euro under förvaltning. Denna ETF lanserades den 3 oktober 2006 och har sin hemvist i Spanien.
Beskrivning BBVA Acción Eurostoxx 50 ETF FI Cotizado Armonizado
Med BBVA Acción Eurostoxx 50 ETF FI Cotizado Armonizado deltar investerare i ökningen av värdet på aktierna i de 50 största konglomeraten i euroområdet (euroområdet). Euro Stoxx 50-indexet inkluderar aktier från 8 länder i euroområdet: Belgien, Finland, Frankrike, Tyskland, Irland, Italien, Nederländerna och Spanien.
Explore Dogecoin’s impact on crypto, turning internet memes into cultural and financial assets.
𝕋𝕚𝕞𝕖 ℂ𝕠𝕕𝕖𝕤:
00:00 – Intro
00:27 – Where do Memes come from?
03:13 – What are some of the first Memes you remember?
10:28 – Do these things have value?
14:04 – The different types of cryptocurrencies
17:20 – How did Dogecoin start?
24:26 – What is some of the utility?
28:36 – How does it fit into the portfolio?
30:38 – Final thoughts
Research Newsletter
Each week the 21Shares Research team will publish our data-driven insights into the crypto asset world through this newsletter. Please direct any comments, questions, and words of feedback to research@21shares.com
Disclaimer
The information provided does not constitute a prospectus or other offering material and does not contain or constitute an offer to sell or a solicitation of any offer to buy securities in any jurisdiction. Some of the information published herein may contain forward-looking statements. Readers are cautioned that any such forward-looking statements are not guarantees of future performance and involve risks and uncertainties and that actual results may differ materially from those in the forward-looking statements as a result of various factors. The information contained herein may not be considered as economic, legal, tax or other advice and users are cautioned to base investment decisions or other decisions solely on the content hereof.