Trend-Following Backtester · Guide · backtest 한국어

equity · HK

Beijing Enterprises Holdings Limited backtest

10 trend-following strategies were compared on the full daily history of Beijing Enterprises Holdings Limited. 1 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 3.1%, MDD -24.7%).

Data 2005-09-29 ~ 2026-07-31daily bars 5,136 (20.8 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-07-31

Results by strategy

1 of 10 beat buy and hold (CAGR 3.7%, drawdown -74.1%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 3.1%, MDD -24.7%, Sharpe 0.38, 8% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 3.8%, MDD -58.1%, exposure 49%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 0.6%p lower than buy and hold, while drawdown improves by 49.4%p (CAGR 3.1%, MDD -24.7%, exposure 8%).

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=41, k=3.5
3.1%-24.7%0.380.131.9x188%
ADX / DI 방향성
period=38, threshold=27
2.4%-22.5%0.330.101.6x42%
SMA 크로스오버
fast=21, slow=117
3.8%-58.1%0.280.072.2x4849%
Supertrend
period=24, mult=4.5
1.7%-76.4%0.190.021.4x6553%
EMA 크로스오버
fast=44, slow=180
1.7%-73.6%0.190.021.4x3649%
Donchian 채널 돌파
entryN=55, exitN=58
1.1%-79.4%0.170.011.2x4353%
Keltner 채널 돌파
emaPeriod=40, atrPeriod=34, mult=3.9
0.3%-40.0%0.080.011.1x3613%
ROC 모멘텀
n=149, threshold=0.1
-2.2%-80.3%-0.02-0.030.6x14831%
Parabolic SAR
step=0.005, maxStep=0.18
-5.3%-87.5%-0.12-0.060.3x18352%
MACD
fast=15, slow=23, signal=23
-5.9%-87.7%-0.16-0.070.3x28750%
Buy and hold3.7%-74.1%0.280.052.1x1100%
1x 2006 2009 2012 2015 2018 2021 2024 SMA 크로스오버볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -19% -37% -56% -74% 2006 2009 2012 2015 2018 2021 2024 Buy and holdSMA 크로스오버볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -24.7% (2015-04-28 → 2023-03-24), 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 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 setupAll asset reports

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