FINAXIONResearch
Finaxion Research · Bounce off the lower Bollinger band · single stocks · Recomputed 2026-09-10

Does Bounce off the lower Bollinger band work on EXPE?

Bounce off the lower Bollinger band does not beat buy-and-hold on EXPE: -1.3 points a year over 21 years.

Total return
695.2%
Buy and hold
916.1%
CAGR
10.3%
Sharpe
0.38
Max drawdown
-54.9%
Trades
182
Out of sample
overfit
Years
21
1×10×20062008201020122014201620182020202220242026
StrategyEXPE

Findings

  1. Bounce off the lower Bollinger band does not beat buy-and-hold on EXPE: -1.3 points a year over 21 years.
  2. Against the S&P 500 over the same window: -0.7 points a year.
  3. Total return +695.2% versus +916.1% for buy-and-hold, with 182 trades.
  4. The result does not hold out of sample: it is overfit.
  5. Maximum drawdown -54.9%.
  6. It did not beat before 2016 and started afterwards.
  7. It ranks #8 of 235 markets for this strategy by annual excess over the S&P 500.

Findings derived from the full panel. Each carries its number and its denominator; the computations are reproducible with artifact 30497848a621.

Exactly what was tested

Close crosses back above the lower band (20, 2σ) after piercing it → entry. Close reaches the 20-day mean → exit.

How to read it

The verdict compares the strategy with buying and holding EXPE over the same window, with round-trip costs per asset class. “Out of sample” is walk-forward: the rule is fit on one stretch and judged on the next. A result that beats in the full sample but not out of it is overfit. Full methodology in the protocol. How we test.

Open this backtest with its trades   Trades (CSV)

Every strategy on EXPE → · Full page for Bounce off the lower Bollinger band →

How to cite

Finaxion Research (2026). Does Bounce off the lower Bollinger band work on EXPE?. Daily backtest 1962-01-01–2026-08-31, artifact 30497848a621. https://finaxion.app/en/research/bollinger-bounce/expe

Not a recommendation. Past performance does not guarantee future results.