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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Dajin Heavy Industry Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Dajin Heavy Industry Co., Ltd. Class A. 10 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 22.9%, MDD -30.1%).

Data 2010-10-15 ~ 2026-08-31daily bars 3,858 (15.9 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-08-31

Results by strategy

10 of 10 beat buy and hold (CAGR 7.8%, drawdown -82.9%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 22.9%, MDD -30.1%, Sharpe 0.87, 22% exposure.

CAGR reference leader: ADX / DI 방향성 — CAGR 23.2%, MDD -49.2%, exposure 33%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 15.1%p higher than buy and hold, while drawdown improves by 52.9%p (CAGR 22.9%, MDD -30.1%, exposure 22%).

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=50, atrPeriod=8, mult=3.3
22.9%-30.1%0.870.7626.5x2822%
ADX / DI 방향성
period=21, threshold=20
23.2%-49.2%0.820.4727.6x8433%
볼린저 밴드 돌파
n=52, k=2.1
22.1%-39.5%0.820.5623.8x5029%
Donchian 채널 돌파
entryN=96, exitN=34
20.1%-44.9%0.790.4518.2x2026%
Parabolic SAR
step=0.01, maxStep=0.1
22.8%-64.2%0.780.3626.2x18047%
Supertrend
period=10, mult=2.9
22.0%-69.3%0.740.3223.6x10052%
EMA 크로스오버
fast=4, slow=98
21.0%-56.9%0.720.3720.6x7645%
ROC 모멘텀
n=49, threshold=0.08
17.1%-58.9%0.660.2912.2x17031%
MACD
fast=14, slow=41, signal=16
18.1%-60.2%0.650.3014.0x18552%
SMA 크로스오버
fast=19, slow=143
16.1%-69.9%0.600.2310.7x3247%
Buy and hold7.8%-82.9%0.400.093.3x1100%
1x 10x 2011 2013 2015 2017 2019 2021 2023 2025 ADX / DI 방향성Keltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), ADX / DI 방향성 (CAGR reference), Buy and hold.
0% -21% -41% -62% -83% 2011 2013 2015 2017 2019 2021 2023 2025 Buy and holdADX / DI 방향성Keltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -30.1% (2019-10-10 → 2020-07-07), recovered after 333 days.

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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