Trend-Following Backtester · Guide · backtest 한국어

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Hwabao WP CSI Securities Companies Index ETF Fund backtest

10 trend-following strategies were compared on the full daily history of Hwabao WP CSI Securities Companies Index ETF Fund. 8 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 3.3%, MDD -13.7%).

Data 2016-08-30 ~ 2026-07-31daily bars 2,399 (9.9 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

8 of 10 beat buy and hold (CAGR -6.3%, drawdown -63.8%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 5.6%, MDD -15.5%, Sharpe 0.51, 5% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 11.8%p higher than buy and hold, while drawdown improves by 48.3%p (CAGR 3.3%, MDD -13.7%, 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
Keltner 채널 돌파
emaPeriod=14, atrPeriod=13, mult=3
5.6%-15.5%0.510.361.7x125%
볼린저 밴드 돌파
n=16, k=3.5
3.3%-13.7%0.460.241.4x42%
ROC 모멘텀
n=3, threshold=0.08
3.6%-15.6%0.400.231.4x281%
MACD
fast=12, slow=23, signal=11
2.4%-36.4%0.220.061.3x14250%
Donchian 채널 돌파
entryN=46, exitN=6
0.9%-35.5%0.140.031.1x3811%
Supertrend
period=27, mult=2
-2.8%-52.5%-0.05-0.050.8x10839%
Parabolic SAR
step=0.025, maxStep=0.24
-3.1%-50.4%-0.06-0.060.7x21247%
ADX / DI 방향성
period=28, threshold=35
-0.7%-14.9%-0.09-0.050.9x42%
SMA 크로스오버
fast=55, slow=71
-6.7%-61.2%-0.12-0.110.5x4739%
EMA 크로스오버
fast=25, slow=163
-8.0%-69.1%-0.17-0.120.4x2039%
Buy and hold-6.3%-63.8%-0.02-0.100.5x1100%
1x 2017 2019 2021 2023 2025 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -16% -32% -48% -64% 2017 2019 2021 2023 2025 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -15.5% (2024-11-07 → 2025-07-02), 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 setupAll asset reports

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