Trend-Following Backtester · Guide · backtest 한국어

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E Fund CSI Hong Kong Securities Investment Theme Exchange Traded Fund Units backtest

10 trend-following strategies were compared on the full daily history of E Fund CSI Hong Kong Securities Investment Theme Exchange Traded Fund Units. 3 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 12.7%, MDD -12.4%).

Data 2020-03-13 ~ 2026-07-31daily bars 1,544 (6.4 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

3 of 10 beat buy and hold (CAGR 9.9%, drawdown -41.8%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 12.7%, MDD -12.4%, Sharpe 0.98, 7% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 2.8%p higher than buy and hold, while drawdown improves by 29.5%p (CAGR 12.7%, MDD -12.4%, exposure 7%).

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=8, atrPeriod=12, mult=2.3
12.7%-12.4%0.981.032.1x147%
Donchian 채널 돌파
entryN=64, exitN=5
10.4%-15.4%0.810.681.9x188%
볼린저 밴드 돌파
n=18, k=2.9
9.3%-16.0%0.730.581.8x149%
ROC 모멘텀
n=56, threshold=0.12
8.0%-23.3%0.600.351.6x1614%
MACD
fast=10, slow=29, signal=19
10.2%-43.0%0.560.241.9x8549%
Parabolic SAR
step=0.01, maxStep=0.22
9.1%-31.9%0.520.281.7x7951%
ADX / DI 방향성
period=12, threshold=31
7.2%-34.5%0.490.211.6x3617%
Supertrend
period=29, mult=1.9
7.3%-27.5%0.470.271.6x8741%
SMA 크로스오버
fast=4, slow=191
4.8%-44.5%0.340.111.4x3448%
EMA 크로스오버
fast=34, slow=149
4.0%-28.4%0.300.141.3x1053%
Buy and hold9.9%-41.8%0.480.241.8x1100%
1x 2021 2022 2023 2024 2025 2026 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -10% -21% -31% -42% 2021 2022 2023 2024 2025 2026 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -12.4% (2021-01-19 → 2024-05-08), recovered after 1,346 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.
Re-run the same setupAll asset reports

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