Videos

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.

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.

Forking Paths In Empirical Studies

Guillaume Coqueret, Associate Professor, Emlyon Business School, and Dr. Hossein Kazemi, Senior Advisor, FDP Institute, discussed the importance of small variations in the implementation protocol of applied studies. This presentation shared why we advocate the usefulness of reporting a wide range of outcomes in empirical work, based on many variations of design choices. This allows us to characterize the effects more exhaustively and leads to more robust conclusions.

CAIA Dallas Presents - Deep Dives: A Quarterly Alternatives Education Series

Topic: Secondary Venture Capital Investments

A secondary market transaction in venture capital (VC) is a transaction in which shareholders in a private VC-backed company sell their stock to an investor. Secondary transactions give shareholders in private companies an opportunity to liquidate some or all of their shares. Liquidity allows early investors to secure a return on their investments and gives employee shareholders the chance to cash in their equity compensation prior to an exit transaction, such as an initial public offering (IPO) or an acquisition.

UniFi by CAIA™ – The Evolution of Private Debt in Advisor Portfolios

Private debt has been one of the fastest-growing private market strategies since the global financial crisis. What once was a niche strategy pursued by hedge funds and private equity GPs has grown into a diverse and standalone industry. This panel discussion covers the evolution of the industry, current themes, considerations, and approaches to implementation for clients seeking differentiated income and diversification.