Browsing: Alternative data

Alternative data

Seeking to Predict Recessions? Focus on the Forest—Not the Trees

Jul 21st, 2020 | Filed under: Newly Added, Alternative data, Artificial Intelligence, CAIA Alternative Viewpoints, Alternative Investments in Context, Machine Learning, Other Topics in A.I.

By Keith Black, PhD, CFA, CAIA, FDP, Managing Director, CAIA Association The FDP Institute recently spoke with Al Yazdani, the chief data scientist and founder of Calcolo Analytics, regarding his forthcoming article in the Journal of Financial Data Science: “Machine Learning Prediction of Recessions: An Imbalanced Classification Approach.” The authorRead More


SAVING THE WORLD BY ‘TECHNOLOGIZING’ INSTITUTIONAL INVESTMENT

Jun 21st, 2020 | Filed under: Newly Added, Alternative data, Institutional Investing, Technology, Artificial Intelligence, Alternative Investments in Context, ESG, Endowments & Foundations, Climate change, Institutional Asset Management, Machine Learning, Other Topics in A.I.

By Ashby Monk, Executive and Research Director at Global Projects Center, Stanford University & Dane Rook, Research Engineer at Global Projects Center, Stanford University “The world needs institutional investors to save society as we know it.” Say these words to your mother, and she may check your temperature; say them at aRead More


Data Scientists Should Do Drugs!

May 14th, 2020 | Filed under: Newly Added, Alternative data, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, Alternative Investments in Context, Machine Learning, Other Topics in A.I.

By Keith Black, PhD, CFA, CAIA, FDP Now that this attention-grabbing headline has drawn you in, let me clarify. Data scientists should not partake in illegal drugs. Data scientists should participate in pharmacological research, as artificial intelligence and machine learning can add value, even when the data scientist does notRead More


Machine Learning, Quant Models, and ESG factors: Who Uses Them and What Data Do They Mine?

Apr 9th, 2020 | Filed under: Newly Added, Alternative data, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, ESG, Machine Learning, Other Topics in A.I.

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy, CAIA Association CAIA Association and FDP Institute recently had a conversation with Mike Chen and George Mussalli. Dr. Chen is the director of equity investments and Mr. Mussalli is the managing director and CIO of equity investments at PanAgora.Read More


Using Alternative Data and Machine Learning in Alternative Asset Classes

Mar 30th, 2020 | Filed under: Algorithmic and high-frequency trading, Newly Added, Alternative data, Fintech, Risk management, Technology, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, Machine Learning, 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: CTA, Newly Added, Alternative data, Fintech, Risk management, Technology, Artificial Intelligence, Alternative Investments in Context, The A.I. Industry, Risk Management Strategies & Processes, Machine Learning, Hedge Funds, 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: Algorithmic and high-frequency trading, Industry Size & Managers, Alternative data, Fintech, What about beta?, Alternative Investments in Context, Business News, The A.I. Industry, 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, Alternative data, What about beta?, Smart Beta, The A.I. Industry, 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, Technology, Operations, The A.I. Industry, 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