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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

China Energy Engineering Corp. Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of China Energy Engineering Corp. Ltd. Class A. 9 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 3.1%, MDD -8.8%).

Data 2021-09-28 ~ 2026-09-30daily bars 1,214 (5.0 years)Costs 0.5%Venue SSEMonthly snapshot 2026-09-30

Results by strategy

9 of 10 beat buy and hold (CAGR -2.9%, drawdown -37.9%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 10.7%, MDD -13.3%, Sharpe 0.76, 5% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 13.5%p higher than buy and hold, while drawdown improves by 24.6%p (CAGR 3.1%, MDD -8.8%, exposure 1%).

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=7, k=2.3
10.7%-13.3%0.760.801.7x145%
ROC 모멘텀
n=1, threshold=0.09
3.1%-8.8%0.480.361.2x181%
Supertrend
period=37, mult=2.4
7.1%-29.1%0.430.241.4x3431%
ADX / DI 방향성
period=11, threshold=37
4.4%-21.5%0.340.211.2x1814%
Keltner 채널 돌파
emaPeriod=18, atrPeriod=29, mult=1.6
2.7%-29.7%0.230.091.1x3217%
Donchian 채널 돌파
entryN=75, exitN=3
1.8%-21.4%0.200.081.1x124%
MACD
fast=18, slow=25, signal=15
1.2%-37.6%0.170.031.1x6051%
SMA 크로스오버
fast=59, slow=203
1.2%-34.5%0.160.041.1x651%
EMA 크로스오버
fast=47, slow=208
-0.2%-34.5%0.09-0.011.0x638%
Parabolic SAR
step=0.01, maxStep=0.32
-3.8%-36.9%-0.06-0.100.8x4644%
Buy and hold-2.9%-37.9%0.05-0.080.9x1100%
1x 2022 2023 2024 2025 2026 볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -9% -19% -28% -38% 2022 2023 2024 2025 2026 Buy and hold볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -13.3% (2026-03-12 → 2026-03-18), prior peak not yet recovered.

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 120 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 CN assetsAll asset reports

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