CAIA Washington DC & CAIA LatAm Joint Webcast - Private Equity Secondaries & Co-Investments: Current Trends & Opportunities

The secondaries market has experienced significant growth and evolution over the past decade. The market for dedicated co-investment funds has similarly evolved, albeit it on a more limited scale. Both options present investors with significant flexibility and a complex array of considerations as they manage exposure to alternative assets. Watch our panel discussion as we explored current developments in each of these dynamic opportunities.

Can Large Language Models Produce More Accurate Analyst Forecasts?

Russ Goyenko, Associate Professor of Finance at McGill University discussed with Dr. Hossein Kazemi how large language models can, and soon they will produce more accurate analyst forecasts. Using textual information from a complete history of regular quarterly and annual (10-Q and 10-K) filings by U.S. corporations, we train machine learning algorithms and large language models, LLMs, to predict future earnings surprises. First, the length of MD&A section on its own is negatively associated with future earnings surprises and firm returns in the cross-section.

The Best of Both Worlds: Forecasting US Equity Market Returns Using a Hybrid Machine Learning-Time Series Approach

Predicting long-term equity market returns is of great importance for investors to strategically allocate their assets. Harshdeep Ahluwalia, Head of Asset Allocation, Americas for Vanguard Investment Strategy Group is one of the authors invited to discuss the exploration of machine learning methods to forecast US stock returns 10-years ahead and compare the results to the traditional Shiller regression-based forecasts more commonly used in the asset-management industry.

June 2023: Beyond Bits and Bytes: Unraveling the Paradox of Digital Assets

Authored by Steven Novakovic, CAIA, CFA

In nearly 15 years, the universe of digital assets has grown from an idea presented in a whitepaper by an unknown author, to a global ecosystem full of promise, potential and tangible value. The services and applications provided by digital assets are broad, varied, and numerous. Measuring the value of the ecosystem is a near-impossible task as the universe spans private companies, public companies, decentralized organizations, coins, tokens, and other applications.

CAIA Rocky Mountain Presents - The Greatest Story Ever Sold: The Impact of Passive Investment on Markets

In this presentation, Mike Green, Portfolio Manager and Chief Strategist at Simplify, discussed how passive investing has:

- Increased correlations between securities
- Increased valuations regardless of fundamentals
- Reduced market elasticity raising the risks of extraordinary price movements
- Increased market concentration
- And has reduced the ability for new companies to become public

FDP Charter Information Session (Q4-2023 exam)

There's never been a more crucial time to stand out. The transformative effect of data science on the finance industry requires today's finance professionals to understand the application of big data, data mining, workflow automation and machine learning in investment decisions. Learn more about the FDP Community along with the Charter curriculum and a roadmap to prepare for the upcoming FDP exam. This session provided an outline of the curriculum, background requirements, reading materials and study tools to help you prepare.

The Best of Both Worlds: Forecasting US Equity Market Returns Using a Hybrid Machine Learning-Time Series Approach

Description: Predicting long-term equity market returns is of great importance for investors to strategically allocate their assets. Harshdeep Ahluwalia, Head of Asset Allocation, Americas for Vanguard Investment Strategy Group is one of the authors invited to discuss the exploration of machine learning methods to forecast US stock returns 10-years ahead and compare the results to the traditional Shiller regression-based forecasts more commonly used in the asset-management industry.