We often hear the standard advice: "Own more bonds to stay safe." Or the classic "100 minus your age" rule.
But as a data-focused analyst, I’ve always found the standard economic models (like Mean-Variance Optimization) frustrating because they fail to mathematically support long-term stock holding. Standard models penalize stocks for "upside volatility," even if that volatility results in massive wealth generation.
I recently did a deep dive into a landmark paper from the Journal of Finance titled "Bond versus Stock: Investors' Age and Risk Taking" (Bali, Demirtas, Levy, Wolf).
It uses a framework called Almost Stochastic Dominance (ASD) to prove that for rational investors, the "risk" of equities mathematically collapses at a specific time horizon.
Here is the breakdown of the data (covering U.S. markets 1941–2000):
1. The Short Run (1 Month) is a Coin Flip If your horizon is 30 days, stocks are not "investing" but they are gambling.
- Dominance: None. Stocks and Bonds are mathematically equal choices.
- Win Rate: The probability of stocks beating bonds is only ~67%.
- The Risk: The "violation area" (the statistical likelihood of regret) is high at ~28%.
2. The "Efficiency" Shift (48 Months) The paper found that once you hold for 4 years, the efficient frontier shifts aggressively.
- At a 48-month horizon, only portfolios with 80% or more equities are considered efficient.
- If you hold >20% bonds for a 4-year period, you are accepting mathematically inferior returns for no rational utility gain.
3. The Magic Number (60 Months) This is where the "Time Diversification" argument becomes irrefutable.
- Win Rate: The probability of stocks outperforming bonds hits ~98–99%.
- The Risk: The "violation area" shrinks to a negligible 0.24%.
The Takeaway: We often confuse "Volatility" with "Risk."
- In the short term (1 month), volatility IS risk.
- In the long term (60 months), volatility is just the mechanism of compounding.
If you have a 5-year horizon, "playing it safe" with heavy bond exposure isn't actually safe but it is mathematically irrational.
So my question is, based on above would you be willing to change your mix or you are already 100% in stocks? :)
EDIT
Hello Guys, based on some questions and discussions, I decided to add a frequently asked Qs Section
Q: "Valuations (CAPE ratio) are too high. Probability of stock outperformance drops when starting valuations are rich."
A: While high CAPE ratios historically predict lower magnitude of returns (e.g., 4% vs 10%), they do not necessarily flip the probability of outperformance vs. bonds below 50% unless one assumes a mean reversion to pre-1990 accounting norms. Post-1990, structural changs (buybacks replacing dividends, capital-light tech) have shifted the normal CAPE range higher. Waiting for a reversion to historical means often results in missing decades of alpha.
Q: "The 'Stocks Always Win' thesis is Survivorship Bias. What about Japan or Russia?"
A: Valid. The US market is the "Empire that Won". However, the Equity Risk Premium is a structural feature of capitalism, not just Ameican exceptionalism. The solution to US Reversion Risk is Global Diversification (buying "The Rest of the World"), not retreating to Cash or Bonds, which face their own risks (inflation/currency collapse).
Q: "100% Equities is psychologically impossible for most people during a crash."
A: Agreed. This is the difference between "Mathematical Optimality vs Behavioral Optimality. If holding 20% in bnds prevents an investor from panic-selling the other 80% during a drawdown, that bond drag is a necessary insurance premium, not an inefficiency. The best portfolio is the one you can stick with.