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Trend-Following Backtester · Guide · backtest 한국어

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NEXT NOTES Dubai Crude Oil Futures Bear ETN backtest

10 trend-following strategies were compared on the full daily history of NEXT NOTES Dubai Crude Oil Futures Bear ETN. 10 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 0.7%, MDD -45.1%).

Data 2013-04-19 ~ 2026-07-31daily bars 3,232 (13.3 years)Costs 0.5%Venue TSEMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR -19.9%, drawdown -98.2%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 1.0%, MDD -56.8%, Sharpe 0.15, 15% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 20.9%p higher than buy and hold, while drawdown improves by 41.4%p (CAGR 0.7%, MDD -45.1%, exposure 6%).

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
Keltner 채널 돌파
emaPeriod=49, atrPeriod=25, mult=3.4
1.0%-56.8%0.150.021.1x3815%
ADX / DI 방향성
period=9, threshold=34
0.8%-53.7%0.130.021.1x789%
볼린저 밴드 돌파
n=47, k=3.5
0.7%-45.1%0.120.011.1x106%
EMA 크로스오버
fast=39, slow=86
-0.9%-69.7%0.08-0.010.9x2024%
Donchian 채널 돌파
entryN=117, exitN=7
-0.2%-58.9%0.06-0.001.0x267%
SMA 크로스오버
fast=23, slow=84
-2.3%-77.1%0.03-0.030.7x3330%
ROC 모멘텀
n=39, threshold=0.09
-2.1%-63.6%0.01-0.030.8x8615%
Supertrend
period=19, mult=3.4
-3.9%-75.7%-0.07-0.050.6x11030%
Parabolic SAR
step=0.01, maxStep=0.36
-5.3%-79.9%-0.11-0.070.5x14238%
MACD
fast=10, slow=72, signal=15
-6.3%-83.4%-0.12-0.080.4x15050%
Buy and hold-19.9%-98.2%-0.47-0.200.1x1100%
0.1 1x 2014 2016 2018 2020 2022 2024 2026 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -25% -49% -74% -98% 2014 2016 2018 2020 2022 2024 2026 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -56.8% (2016-01-21 → 2025-05-15), prior peak not yet recovered.

Rules of the top strategy

Breaking above the channel top (average plus a multiple of volatility) signals an upside breakout.

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.
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