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Trend-Following Backtester · Guide · backtest 한국어

etf · HK

Global X S&P Crude Oil Futures Enhanced ER ETF backtest

10 trend-following strategies were compared on the full daily history of Global X S&P Crude Oil Futures Enhanced ER ETF. 7 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 9.1%, MDD -26.9%).

Data 2016-06-10 ~ 2026-07-31daily bars 2,497 (10.1 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-07-31

Results by strategy

7 of 10 beat buy and hold (CAGR 5.1%, drawdown -75.5%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 9.1%, MDD -26.9%, Sharpe 0.49, 34% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 3.9%p higher than buy and hold, while drawdown improves by 48.6%p (CAGR 9.1%, MDD -26.9%, exposure 34%).

The alternative must retain 75% of buy-and-hold CAGR, improve drawdown by at least 20% and 5 percentage points, and stay below 95% exposure; the ranking weights return retention 60% and drawdown improvement 40%.

Strategy · parametersCAGRMDDSharpeCalmarTotalTradesExposure
볼린저 밴드 돌파
n=44, k=1.8
9.1%-26.9%0.490.342.4x4434%
Keltner 채널 돌파
emaPeriod=58, atrPeriod=18, mult=4
8.9%-28.2%0.490.322.4x3430%
SMA 크로스오버
fast=11, slow=49
8.4%-39.7%0.440.212.3x7153%
EMA 크로스오버
fast=29, slow=109
8.0%-45.4%0.420.182.2x2148%
Donchian 채널 돌파
entryN=31, exitN=103
8.6%-60.7%0.420.142.3x1975%
ADX / DI 방향성
period=43, threshold=10
6.7%-34.7%0.400.191.9x3928%
Supertrend
period=9, mult=4.8
6.3%-56.4%0.360.111.9x7752%
ROC 모멘텀
n=140, threshold=0.13
5.1%-40.5%0.330.131.7x5932%
MACD
fast=18, slow=56, signal=19
5.1%-62.2%0.320.081.7x9154%
Parabolic SAR
step=0.005, maxStep=0.3
5.0%-49.9%0.320.101.6x7349%
Buy and hold5.1%-75.5%0.330.071.7x1100%
1x 2017 2019 2021 2023 2025 볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -38% -57% -76% 2017 2019 2021 2023 2025 Buy and hold볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -26.9% (2018-01-29 → 2020-06-15), recovered after 1,106 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

Method and caveats

Past performance does not guarantee future returns. Parameters were selected on the same full-history sample using sharpe over 40 trials per strategy, so results contain in-sample bias. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-run the same setupMore HK assetsAll asset reports

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