Asset class picking

Pre-Holiday Effect in Commodities

14.October 2024

Our research will explore the intriguing phenomenon of the Pre-Holiday effect in commodities, particularly crude oil and gasoline. Historical data reveals a short-term price drift prior to major U.S. holidays, suggesting a trend in these markets. We hypothesize that this anomaly may be driven by increased demand for oil and its derivatives, such as gasoline, as people prepare for travel, often by car, during the holiday season. This seasonal behavior offers unique opportunities for market participants.

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Payout-Adjusted CAPE

19.August 2024

Professor Robert Shiller’s CAPE (cyclically adjusted price-to-earnings) ratio is well-known among the investment community. His methodology for assessing a valuation of the U.S. equity market is undoubtedly the most cited and discussed. Therefore, it’s not surprising that there exists quite a lot of papers that try to refine and expand the CAPE’s methodology. One such last attempt is the work of James White and Victor Haghani, whose research paper revolves around the use of a modified version of the Cyclically-Adjusted Price Earnings (CAPE) ratio, termed P-CAPE. Their methodology aims to improve the estimation of long-term expected real returns of the stock market by incorporating the dividend payout ratio into the traditional CAPE metric.

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Private vs. Public Investment Strategies

1.May 2024

Choosing the right investment strategy plays a crucial in portfolio allocation decisions, particularly when considering both private and public asset classes. While the reported performance of public assets typically matches their real-world performance, the same cannot be said for private assets due to the complexities of fund selection, commitment pacing, and return on uncalled and uncommitted capital. Fortunately, there are ways to incorporate public and private asset classes into one portfolio optimally. One example is the recent paper written by Xiang Xu, which introduces the Fair Comparison (FC) framework, which provides a methodology to measure the real-world performance of private investment strategies.

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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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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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