Browsing: Alternative data

Alternative data

Using Alternative Data and Machine Learning in Alternative Asset Classes

Mar 30th, 2020 | Filed under: Newly Added, Alternative data, Technology, Fintech, Artificial Intelligence, Machine Learning, Algorithmic and high-frequency trading, Risk management, Technology, Risk Management & Operations, Other Topics in A.I.

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy, CAIA Association Michael Oliver Weinberg and Peter Strikwerda work at the Dutch pension fund APG and serve as the head of hedge funds and alternative alpha and the global head of digital and innovation, respectively. CAIA Association and FDPRead More


False Positives and Machine Learning

Jan 23rd, 2020 | Filed under: Newly Added, Alternative data, Technology, Fintech, Artificial Intelligence, Machine Learning, CTA, The A.I. Industry, Risk management, Hedge Funds, Alternative Investments in Context, Risk Management Strategies & Processes, Other Topics in A.I.

There is a high rate of failure among quant funds. These include smart beta, factor investing, statistical arbitrage, and CTAs. Such false positive strategies are a widespread industry problem. Since psychiatrists have long traded on the ability of the human mind to find an elaborate narrative in a random inkRead More


The Dog Days of… print(“Season is”,season)

Jan 6th, 2020 | Filed under: What about beta?, Alternative data, Fintech, Algorithmic and high-frequency trading, The A.I. Industry, Industry Size & Managers, Alternative Investments in Context, Business News, Other Topics in A.I.

By Bill Kelly, CEO, CAIA Association As a global organization, it is pleasing to know there is always a CAIA Association Member, somewhere in the world, enjoying the dog days of summer. Although we can’t get Portfolio Management Research to recognize the Southern Hemisphere of seasons on the cover ofRead More


Whatfore Art Thou Use of Alt-data?

Aug 26th, 2019 | Filed under: Newly Added, What about beta?, Alternative data, The A.I. Industry, Smart Beta, Allocating to A.I.

Shakespeare’s Juliet once famously asked “what’s in a name?” If you know the play, she was talking about roses and how they would smell as sweet, even if they had an alternative name. Would her modern-day self not ask the same about data? And what makes today’s alt-data different fromRead More


Are Data Scientists the ‘New’ Rockstars?

Mar 21st, 2019 | Filed under: Newly Added, Alternative data, The A.I. Industry, Technology, Operations, Risk Management & Operations

Daniel Hill, a research analyst for the global equity team at William Blair, has written an insightful piece about the hot competition for data scientists underway in the alpha-seeking world today.  Hill begins with the observation that there are lots of different buzzwords, hashtag-worthy words and phrases, at use inRead More