Do you want to have an outperforming hedge fund? Then write a description of your investment strategy more creatively, clearly and use more synonyms… Of course, I am just kidding. However, a recent academic study written by Joenväärä, Karppinen, Teo, and Tiu shows that text sophistication can be used to find skilled hedge fund managers. Lexical diversity is the propensity of the writer to use multiple synonyms rather than repeated words. Skilled and, therefore, cognitively gifted managers are more likely to use rich vocabulary when writing their strategy descriptions. Therefore, if you feel that your favorite manager composes clear and captivating texts, maybe he is skilled also in his primary role – investment management …

Authors: Joenväärä, Karppinen, Teo, Tiu

Title: Text Sophistication and Sophisticated Investors

We at Quantpedia absolutely love long-term studies, and academic research paper written by Bhardwaj, Janardanan, and Rouwenhorst is really exceptional. There are a lot of studies covering a long history of equity and bond markets. But futures markets are not covered so well, and that’s the reason why is this paper so valuable. An additional plus is that study covers also delisted contracts, which makes the study’s data quality even better. Quantpedia’s recommended read to anyone interested in asset allocation into commodities …

Authors: Bhardwaj, Janardanan and Rouwenhorst

Title: The Commodity Futures Risk Premium: 1871–2018

Financial academics have described so many equity factors that the whole universe of them is sometimes called “factor zoo”. Therefore, it is no surprise that there is a quest within an academic community to bring some order into this chaos. An interesting research paper written by Favilukis and Zhang suggests explaining a lot of equity factors with momentum anomaly. They show that very often, up to 50% of the equity factor returns can be linked to returns of momentum strategy. This link is especially prevalent in short legs of equity factors.

Authors: Favilukis, Zhang

Title: One Anomaly to Explain Them All

No doubt, the correct datasets are the key when one does some analysis in the financial markets. Nowadays, futures contracts are widely spread and popular among practitioners. However, each delivery month is connected with a different price where the price of the underlying asset should stand at a given date in the future (the expiration date). The industry standard for backtesting futures strategies is to construct one data sequence from a stream of contracts. Our short article shows the importance of choosing the correct methodology for building continuous futures contracts data series…

Dear readers,

Our work on Quantpedia also continued in September – four new Quantpedia Premium strategies have been added into our database; and four new related research papers have been included into existing Premium strategies.

Additionally, we have produced over 20 new backtests written in QuantConnect code. Therefore our database currently contains over 140 strategies with out-of-sample backtests/codes.

Also, four new blog posts you may find interesting have been published on our Quantpedia blog.

Best regards,

Radovan Vojtko
CEO & Head of Research

Sun Tzu onced wrote (paraphrasing) “know yourself, know your enemy, and you shall win a hundred battles without loss”. This proverb is true also in financial markets as it is always easier to prepare trading/investment strategy when you know who are other market participants and what their intentions probably are. A new academic research paper written by Robe & Roberts gives a more in-depth insight into the CFTC’s weekly “Commitments of Traders” report. The COT’s report offers a small number of trader groupings; therefore, its usefulness is very limited. However, Robe & Roberts use trader-level data that originate from the CFTC’s Large Trader Reporting System (LTRS), which allows them to create a very detailed look at the composition of agricultural futures markets.

Authors: Robe, Roberts

Title: Who Holds Positions in Agricultural Futures Markets