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White Paper
Diversifying Alternatives and the Rearview Mirror
November 3, 2025
Part 10: This paper examines how investor biases and performance-chasing behaviors can undermine the benefits of long/short diversifying alternatives. We explore why such strategies often feel disappointing in bull markets, yet remain vital for long-term portfolio resilience.
White Paper
Bond Market Focus: Yield Curves and Mean Reverting Rate Expectations
October 7, 2025
Part 9: The yield curve largely reflects investors’ tendency to expect rates to revert toward past norms. This paper highlights how this pattern explains both the predictive power and the persistent forecasting missteps in bond markets.
White Paper
Bond Market Focus: Understanding Treasury Yields with Survey Data
September 17, 2025
Part 8: This paper explores how survey data can decompose U.S. Treasury yields into inflation expectations, real rate expectations, and required bond risk premia. The analysis highlights how these components have evolved since the 1980s and the risks posed by today’s policy challenges to anchored inflation expectations.
White Paper
Equity Market Focus: Subjective Expected Returns
August 21, 2025
Part 7: While objective expectations are typically inferred from market prices or yields, subjective expectations are best inferred from survey data. This paper highlights interesting differences across investor groups in their tendency to overextrapolate or to be overoptimistic.
Journal Article
Rebuffed: An Empirical Review of Buffer Funds
August 11, 2025
Equity investing is hard: volatility can be high, returns are unpredictable, and drawdowns can be painful. “Defined outcome” strategies such as buffer funds are the latest in a decades-long lineage of products promising equity-like returns with less downside risk. Like their predecessors, a closer look at these strategies reveals they fall short both empirically and theoretically.
White Paper
Equity Market Focus: Objective Expected Returns
July 31, 2025
Part 6: This paper reviews the strengths and weaknesses of using valuation-based metrics like CAPE and CAEY to estimate long-run equity market returns. While these models remain the most robust objective tools available, their predictive power is nuanced and often overstated.
White Paper
Equity Market Focus: Interrogating the Historical Data
July 10, 2025
Part 5: We discuss how historical average returns can be useful estimates of future expected returns (only) if expected returns are constant and the sample is unbiased.
White Paper
How Did We Get Here? A Brief History of Expected Returns Formation
June 20, 2025
Part 4: We present our history of expectation formation: How have investors formed long-run return expectations over time, and how have academics perceived that investors do it, or ought to do it?
White Paper
Why Are Bond Investors Contrarian While Equity Investors Extrapolate?
May 27, 2025
Part 3: This article explores the contrast in how investors form long-run expectations in equity and bond markets. It also examines very long run trends in financial market variables and potential implications for the future.
White Paper
Exceptional Expectations: U.S. vs. Non-U.S. Equities
May 9, 2025
Part 2: We analyze the persistent outperformance of US equities compared to non-US equities, focusing on the drivers of relative performance, including fundamentals and valuations. We examine historical data, valuation trends, and the implications for future returns, highlighting the potential for mean reversion and the benefits of global diversification.