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Trend-Following Backtester · Guide · backtest 한국어

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GF CSI Innovative Drug Industry ETF backtest

10 trend-following strategies were compared on the full daily history of GF CSI Innovative Drug Industry ETF. 9 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 1.6%, MDD -4.7%).

Data 2020-12-03 ~ 2026-08-31daily bars 1,377 (5.7 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

9 of 10 beat buy and hold (CAGR -7.7%, drawdown -62.5%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 1.6%, MDD -4.7%, Sharpe 0.39, 2% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 3.2%, MDD -25.6%, exposure 24%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 9.3%p higher than buy and hold, while drawdown improves by 57.9%p (CAGR 1.6%, MDD -4.7%, exposure 2%).

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=22, threshold=31
1.6%-4.7%0.390.351.1x22%
SMA 크로스오버
fast=58, slow=282
3.2%-25.6%0.330.121.2x424%
볼린저 밴드 돌파
n=26, k=3.3
2.0%-16.1%0.280.131.1x22%
Donchian 채널 돌파
entryN=122, exitN=75
2.5%-21.5%0.270.121.2x220%
Keltner 채널 돌파
emaPeriod=35, atrPeriod=10, mult=2.9
1.3%-16.2%0.180.081.1x1013%
EMA 크로스오버
fast=47, slow=175
0.4%-20.2%0.100.021.0x723%
MACD
fast=18, slow=56, signal=18
-1.3%-41.1%0.04-0.030.9x5046%
Supertrend
period=17, mult=1.5
-2.1%-35.2%-0.01-0.060.9x9444%
ROC 모멘텀
n=111, threshold=0.13
-4.6%-29.5%-0.40-0.160.8x2613%
Parabolic SAR
step=0.01, maxStep=0.36
-11.6%-60.3%-0.51-0.190.5x8045%
Buy and hold-7.7%-62.5%-0.15-0.120.6x1100%
1x 2021 2022 2023 2024 2025 2026 SMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -16% -31% -47% -63% 2021 2022 2023 2024 2025 2026 Buy and holdSMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -4.7% (2025-08-25 → 2025-08-28), recovered after 7 days.

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 carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore CN assetsAll asset reports

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