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After decades of rapid globalisation, national economies and financial systems are more closely connected than ever before. At the same time, open markets and free competition are increasingly under criticism and even restricted. A major part of the work of Deutsche Bank Research therefore focuses on how Europe fares in an international comparison, how changing structures and the regulatory framework influence the development of financial service providers, their clients and financial markets globally, and which opportunities and risks result from long-term megatrends such as climate change, demographic change, digitalisation and new forms of mobility.

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June 22, 2023

Can AI replace humans in thematic investing?

Region:
International
Thematic Research
Analyst:
Ganchi Zhang
Artificial intelligence (AI) is rapidly changing the way investments are made, including thematic investing. In a new report by the quantitative research team, they provide a comprehensive framework for using AI in active thematic investing. AI can not only identify the ever-changing market drivers but also help make informed investment decisions with diverse exposure. [more]
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June 20, 2023

Precious Metals: The foundations of price formation

Region:
International
Thematic Research
Analyst:
Michael Hsueh
Precious metals and gold in particular have befuddled analytical attempts to explain and predict prices, perhaps because no single framework seems to work without fail over time. While some might throw up their hands and avoid precious metals altogether, our response is twofold – first, that there are tried and true basic principles that can be applied to explain precious metals performance over the economic cycle, and second, that deviations from frameworks are useful learning opportunities in and of themselves. [more]
34
June 20, 2023

Video: Precious metals handbook

Region:
International
dbInSights - public
Analyst:
Michael Hsueh
Precious metals and gold in particular have befuddled analytical attempts to explain and predict prices, perhaps because no single framework seems to work without fail over time. While some might throw up their hands and avoid precious metals altogether, our response is twofold – first, that there are tried and true basic principles that can be applied to explain precious metals performance over the economic cycle, and second, that deviations from frameworks are useful learning opportunities in and of themselves.
[more]
35
June 15, 2023

The clock is ticking

Region:
International
The House View - Snapshot
Analyst:
Cassidy Ainsworth-Grace, Jim Reid, Marion Laboure
We have consistently argued over the last 2-3 years that the US is heading for its first genuine policy-led boom-bust cycle in at least four decades. The inflation we see was induced largely by expansive fiscal and monetary policy, and the aggressive rate hikes needed to tame that have now materialised. Avoiding a hard landing would be historically unprecedented. [more]
37
June 15, 2023

Video: Quantcraft: Can AI replace humans in thematic investing?

Region:
International
dbInSights - public
Analyst:
Ganchi Zhang
Can Artificial Intelligence (AI) help you beat the market? In a new video, Ganchi Zhang highlights our report exploring how you can use AI as a tool to identify new market drivers and turn them into tradable baskets of securities. Our report also discusses how quantitative methods automate the steps involved in constructing a thematic index, including theme identification, relevance scoring, and portfolio construction with an example of venture capital replication. In the report he shows how generative AI can be used to provide contextual information for the selections. Clients of dbResearch can access the full report on research.db.com [more]
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