Portfolio Diversification Including Art as an Alternative Asset

15.March 2024

Alternative investment assets (also such as rare vintage and collectible items, expensive old high-quality alcohol, discontinued fashion, etc.) are a hit among wealthy investors, even though it is not easy to obtain direct or indirect exposure to diversified art investment(s) in a traditional finance kind of way. However, alternative assets are helpful in portfolio diversification as they last (if stored properly), usually appreciate in value (but sometimes not very predictably), and have a low correlation to traditional assets like stocks, real estate, gold, or fixed-income securities. Although alternative assets are highly illiquid and sometimes very challenging to value correctly, researchers are interested in them. We will closely look at one of the research papers that investigates the role of art in the portfolio, utilizing mean-variance optimization and less-used STL decomposition.

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Systematic Hedging of the Cryptocurrency Portfolio

13.March 2024

Cryptocurrencies are already one of the major asset classes. They fill the top pages of magazines and are a topic of a day to day conversation. There are a lot of ways to buy them through a lot of different channels. But some of the hardcore HODLers like to keep their coin portfolio safe – they buy a portfolio of cryptocurrencies and hold them in cold storage. It has a lot of advantages (you will probably not become a victim of hacking if your crypto coins are in cold storage in your wall safe) but also some disadvantages (your cold storage device can become unreadable or destroyed). One of the disadvantages of cold storage is that while you hold the cryptocurrencies in your cold storage, you are exposed to the price swings of the cryptocurrency market (which can be tremendous). But do you need to have this risk, especially when the market is at an all-time high? What if you smartly hedged a portion of your portfolio? The goal of this article is to serve as an inspiration for a hedging strategy for your cold storage cryptocurrency portfolio. We do not say this is the only way to run a hedging strategy, but we would like to inspire you to start thinking about this possibility even when you have not considered it yet. Are you ready? Then let’s go 🙂

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Quantpedia in February 2024

8.March 2024

Hello all,

What have we accomplished in the last month?

– A new Annuity Simulation report
– A reminder for Quantpedia Awards 2024 competition with a $15.000 prize pool
– 10 new Quantpedia Premium strategies have been added to our database
– 11 new related research papers have been included in existing Premium strategies during the last month
– Additionally, we have produced 8 new backtests written in QuantConnect code
– 5 new blog posts that you may find interesting have been published on our Quantpedia blog in the previous month

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How Much Bitcoin Should We Allocate To the Portfolio?

26.February 2024

After years of waiting, the recent launch of spot Bitcoin ETFs marked a significant milestone in the cryptocurrency market, making Bitcoin even more accessible for investors. Spot ETFs provide a convenient and regulated way to gain exposure to Bitcoin without the need to hold the digital asset directly, potentially attracting a broader range of market participants. Many investors are waiting to see this change’s long-term impact on the cryptocurrency’s price while putting their faith in the potentially significant returns from Bitcoin within their investment portfolios. These events are taking place after two significant milestones in Bitcoin’s history – the introduction of BTC futures in 2017 and the launch of the BTC futures ETF (BITO) in 2021. While examining the whole history of Bitcoin may give the impression of a new super asset, we need to set realistic expectations. What have all these historical changes brought, and what lessons can we learn from similar occurrences involving other assets throughout history?

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Robustness Testing of Country and Asset ETF Momentum Strategies

20.February 2024

The efficacy of ETF momentum strategies, while robust until around 2010, began to show signs of waning in subsequent years. This observation raises questions about the sustainability and adaptability of these strategies in varying market cycles. Central to this research is exploring how various factors/parameters—such as the ranking period, the selection quantity of assets, and the liquidity of ETFs—impact the performance of ETF momentum strategies. The aim is to uncover whether these strategies can deliver sustainable alpha in the complex and ever-evolving market landscape of the 2020s.

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