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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Shenzhen Huaqiang Industry Co., Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of Shenzhen Huaqiang Industry Co., Ltd Class A. 7 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 7.6%, MDD -19.4%).

Data 1997-01-30 ~ 2026-07-31daily bars 7,326 (29.5 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

7 of 10 beat buy and hold (CAGR 4.5%, drawdown -87.5%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 7.6%, MDD -19.4%, Sharpe 0.69, 1% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 3.1%p higher than buy and hold, while drawdown improves by 68.1%p (CAGR 7.6%, MDD -19.4%, 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
Keltner 채널 돌파
emaPeriod=6, atrPeriod=22, mult=3.3
7.6%-19.4%0.690.398.6x181%
ROC 모멘텀
n=5, threshold=0.24
5.1%-39.0%0.470.134.4x501%
볼린저 밴드 돌파
n=20, k=3.5
5.0%-41.0%0.460.124.3x202%
ADX / DI 방향성
period=10, threshold=37
6.5%-69.0%0.400.096.4x14812%
Donchian 채널 돌파
entryN=119, exitN=15
6.0%-70.0%0.370.095.5x5014%
SMA 크로스오버
fast=31, slow=51
6.4%-82.7%0.350.086.2x17048%
Supertrend
period=11, mult=2
6.0%-77.3%0.340.085.6x32046%
Parabolic SAR
step=0.01, maxStep=0.26
4.1%-81.5%0.290.053.3x36646%
EMA 크로스오버
fast=24, slow=46
3.5%-85.3%0.270.042.8x12044%
MACD
fast=38, slow=43, signal=14
1.5%-82.6%0.220.021.6x27249%
Buy and hold4.5%-87.5%0.330.053.6x1100%
1x 10x 1998 2002 2006 2010 2014 2018 2022 2026 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -22% -44% -66% -88% 1998 2002 2006 2010 2014 2018 2022 2026 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -19.4% (2024-09-06 → 2024-09-11), 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.
Re-run the same setupMore CN assetsAll asset reports

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