Alternative data

The Positive Similarity of Company Filings and the Cross-Section of Stock Returns

10.September 2020

The usage of alternative data is now a main-stream topic in investment management and algorithmic trading. So let’s together explore the textual analysis of 10-K & 10-Q filings and analyze how these datasets could be used as a profitable part of investment portfolios. We invite you to read this short summarization of the research. Full version can be found on the SSRN.

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Alternative Data Screener on Quantpedia

11.May 2020

Global interest in alternative datasets is growing strongly. We at Quantpedia are looking on this emerging trend with curiosity too.

We are happy to announce Quantpedia’s cooperation with DDQIR, an alternative data-driven quantitative research company, which maintains an extensive database of alternative data providers. Their PHUMA Platform contains information about the majority of available alternative datasets and detailed characterization offers the possibility for the in-depth data-discovery process. DDQIR will operate a simplified demo of their tool for us on a separate Quantpedia’s sub-page.

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Top Ten Blog Posts on Quantpedia in 2019

29.December 2019

The end of the year is a good time for a short recapitulation. Apart from other things we do (which we will summarize in our next blog in a few days), we have published around 50 short blog posts / recherches of academic papers on this blog during the last year. We want to use this opportunity to summarize 10 of them, which were the most popular (based on Google Analytics tool). Maybe you will be able to find something you have not read yet …

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Quant’s Look on ESG Investing Strategies

13.December 2019

ESG Investing (sometimes called Socially Responsible Investing) is becoming a current trend, and its proponents characterize it as a modern, sustainable, and responsible way of investing. Some people love it, others see it as just another fad that will soon be forgotten. We at Quantpedia have decided to immerse in academic research related to this trend to understand it better. How are ESG scores measured? What are the common problems in ESG data? Are there any systematic ESG factor strategies that offer outperformance? These are some of the areas we wanted to explore, and we invite you on this journey with us …

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Lexically Diverse Hedge Funds Outperform

24.October 2019

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

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A Deeper Look on Commitments of Traders Report

27.September 2019

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

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