Research Insights

The Wealth-Insurance Puzzle: Rethinking Risk Coverage and Affluence

A longstanding belief in household finance is that wealthier people should buy less insurance because they can afford to self-insure. But this new research turns that idea on its head. This analysis shows that wealthier U.S. households actually purchase more life and property insurance - not less.

Why the Last Few Minutes of Trading Might Matter More Than You Think

This paper reveals a striking pattern in U.S. stock markets: the prices of individual stocks often reverse direction at the very end of the trading day. Using high-frequency data, the authors find that the last few minutes—particularly the closing auction—are dominated by large institutional flows that cause temporary price pressure. This is followed by a reversal the next day.

How Many Stocks Should Be In Your Portfolio? A Practical Guide to Portfolio Construction

Diversification is the only free lunch in investing. If you’ve spent even a day exploring the world of finance, you’ve likely encountered this common truism. But chances are, you’ve also heard stories of someone turning a small stake into millions by going all-in on just one or two stocks. That contrast raises a natural question for many investors: how many stocks should I actually own in my portfolio? Too many stocks, and you might be leaving opportunities on the table. Too few and you risk losing your shirt! So how do we strike a balance?

Do Smart Machines Make Smarter Trades?

Can machine learning models help us exploit stock market anomalies more effectively? This paper says yes—but with a few important caveats. By applying gradient boosting algorithms to a wide array of established anomalies (like value, momentum, and quality), the authors show that machine learning methods can significantly improve the performance of long-short strategies.

Should Investors Combine or Separate Their Factor Exposures?

If you’re a factor investor, there will come a time where you will have to choose between mom and dad: Should you combine or separate your factor exposures? And make no mistake: You will have to make a decision! While there’s no right answer, the way you structure your portfolio can have significant implications for returns, costs, and even your own behavior as an investor. Let’s walk through the logic behind both approaches.

Insider Trading Increases Market Efficiency

The empirical research (for example, here, here, here and here) on insider trading demonstrates that insider transactions have significant predictive power for future stock returns [...]

Trend-Following Filters – Part 9

This article examines and compares, from a digital signal processing (DSP) time domain perspective, several filters that are modeled on the assumption that the input follows a second order process, i.e., the input contains a linear trend. These filters are, by design, better able to track linear trends than some other more commonly-used filters, such as moving average, exponential smoothing, etc., which exhibit lag, or a time delay, in response to trends. Filters modeled on a second order process are commonly referred to in the technical analysis literature as “zero lag” filters.

Can Modern Portfolio Theory Still Teach Us Any Lessons Today?

Modern Portfolio Theory (MPT) has long served as a foundational framework for asset allocation and portfolio construction. This concept remains influential in both academic finance and practical investment management. But the question investors face today is not whether MPT was revolutionary—it clearly was—but whether its insights still hold up under real-world conditions, decades later.

Enhancing Momentum Strategies

Momentum investing remains a viable strategy. However, the way you construct and manage your momentum portfolio matters greatly.

Concentrated Stock Risk, Tax Drag, and a Smarter Path Forward.

Investors with concentrated stock positions face a frustrating paradox: stay exposed to high single-stock risk or trigger steep capital gains taxes by selling. But what if there were a third option—one that preserved wealth, enhanced diversification, and maintained tax efficiency? That’s the vision behind the strategic partnership between Alpha Architect and Cache. Together, we’re working to reshape the way sophisticated investors and advisors approach concentrated equity positions—making advanced tools more accessible, transparent, and investor-friendly.

The Hidden Effort Problem: Work more and get better results?

Increased executive effort correlates with positive earnings surprises, higher cumulative abnormal returns post-earnings announcements, and narrower credit default swap spreads. Moreover, portfolios constructed based on changes in executive effort demonstrate significant risk-adjusted returns, underscoring the tangible value of diligent leadership.

What Is an Exchange Fund? A Way to Diversify Without Triggering a Tax Bill

Investors with large, concentrated stock positions often find themselves stuck between a rock and a hard place. On one hand, holding on to a single stock position exposes them to unnecessary risk. On the other, selling that stock can mean paying a hefty capital gains tax bill. What most investors don’t realize is that there’s a third option—a relatively obscure yet entirely legitimate strategy that can help diversify away single-stock risk without triggering immediate taxes: exchange funds.

Raising Capital from Investor Syndicates with Strategic Communication

The structure of investor syndicates—hierarchical or flat—significantly impacts the flow of information and investment decisions. In hierarchical structures, differentiated incentives can lead to persuasive cascades, while flat structures promote truthful information sharing.

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