SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · HK

Yue Yuen Industrial (Holdings) Limited backtest

10 trend-following strategies were compared on the full daily history of Yue Yuen Industrial (Holdings) Limited. 7 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 0.5%, MDD -22.5%).

Data 2003-03-11 ~ 2026-08-31daily bars 5,814 (23.5 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-08-31

Results by strategy

7 of 10 beat buy and hold (CAGR -0.4%, drawdown -80.8%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 2.1%, MDD -24.8%, Sharpe 0.23, 13% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 2.5%p higher than buy and hold, while drawdown improves by 55.9%p (CAGR 0.5%, MDD -22.5%, 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
ADX / DI 방향성
period=38, threshold=23
2.1%-24.8%0.230.091.6x2413%
SMA 크로스오버
fast=13, slow=77
1.2%-53.1%0.170.021.3x9252%
Donchian 채널 돌파
entryN=37, exitN=74
0.4%-68.1%0.150.011.1x5462%
EMA 크로스오버
fast=28, slow=76
0.5%-50.9%0.140.011.1x6650%
Supertrend
period=21, mult=5
0.4%-57.5%0.130.011.1x5248%
Keltner 채널 돌파
emaPeriod=16, atrPeriod=16, mult=3.8
0.5%-22.5%0.120.021.1x61%
Parabolic SAR
step=0.005, maxStep=0.08
-1.2%-79.1%0.08-0.010.8x18252%
볼린저 밴드 돌파
n=27, k=3.5
-0.1%-23.5%0.01-0.001.0x122%
MACD
fast=19, slow=48, signal=18
-4.3%-87.2%-0.04-0.050.4x23751%
ROC 모멘텀
n=79, threshold=0
-4.1%-78.2%-0.06-0.050.4x24450%
Buy and hold-0.4%-80.8%0.17-0.000.9x1100%
1x 2004 2007 2010 2013 2016 2019 2022 2025 ADX / DI 방향성Buy and hold
ADX / DI 방향성: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -40% -61% -81% 2004 2007 2010 2013 2016 2019 2022 2025 Buy and holdADX / DI 방향성
ADX / DI 방향성 maximum drawdown -24.8% (2024-06-25 → 2026-01-05), prior peak not yet recovered.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

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

Read next