Seasonal strategy (equal-weight SPY/IWM/PDP Nov–Apr; TLT/SPLV May–Oct; 0.25% friction) showed the highest CAGR versus SPY, IWM, TLT and 60% SPY/40% TLT, with competitive MaxDD and Sharpe (Oct 2002–Apr 2023; semiannual data; short sample).
A subscriber requested review of a strategy that seeks to exploit "Sell in May" by switching between risk-on assets during November-April and risk-off assets during May-October, with assets specified as follows:
On each portfolio switch date, assets receive equal weight with 0.25% overall penalty for trading frictions. We focus on compound annual growth rate (CAGR), maximum drawdown (MaxDD) measured at 6-month intervals and Sharpe ratio measured at 6-month intervals as key performance statistics. As benchmarks, we consider buying and holding SPY, IWM or TLT and a 60%-40% SPY-TLT portfolio rebalanced frictionlessly at the ends of April and October (60-40). Using April and October dividend-adjusted closes of SPY, IWM, PDP, TLT and SPLV as available during October 2002 (first interval with at least one risk-on and one risk-off asset) through April 2023, and contemporaneous 6-month U.S. Treasury bill (T-bill) yield as the risk-free rate, we find that:
Asset Class ETF Seasonalities? PremiumAverage monthly returns for nine asset class ETFs (SPY, IWM, EFA, EEM, TLT, LQD, VNQ, GLD, DBC) are mostly positive in April, July, November…
Style Performance by Calendar Month PremiumStyle ETFs show modest monthly return differences versus SPY, with value outperforming growth in Mar/Apr/Dec and growth leading in Oct/Nov (Aug 2001–Oct 2021; 20-year…
Sector Performance by Calendar Month PremiumAverage returns and return dispersion across nine Select Sector SPDR ETFs (XLB, XLE, XLF, XLI, XLK, XLP, XLU, XLV, XLY) differ somewhat by calendar…
“Sell in May” Over the Long Run Premium"Sell in May" stocks underperformed November-April stocks (CAGR not specified vs buy-and-hold benchmark; Apr 1871–Apr 2021; seasonal timing with 1% trading costs; S&P Composite…
Stock Market Continuation and Reversal Months? PremiumCalendar-month correlations between S&P 500 and Russell 2000 monthly returns and prior 3-, 6- and 12-month returns show unstable continuation/reversal patterns across subperiods and…