Trend-Following Backtester · Guide · backtest 한국어

equity · TW

Chang Hwa Commercial Bank, Ltd. backtest

10 trend-following strategies were compared on the full daily history of Chang Hwa Commercial Bank, Ltd.. 0 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 2.2%, MDD -34.9%).

Data 2000-01-04 ~ 2026-07-31daily bars 6,608 (26.6 years)Costs 0.5%Venue TWSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 2.7%, drawdown -70.5%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 2.2%, MDD -34.9%, Sharpe 0.24, 14% exposure.

CAGR reference leader: Supertrend — CAGR 2.2%, MDD -55.1%, exposure 53%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 0.5%p lower than buy and hold, while drawdown improves by 35.6%p (CAGR 2.2%, MDD -34.9%, exposure 14%).

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=18, atrPeriod=14, mult=2.6
2.2%-34.9%0.240.061.8x9714%
볼린저 밴드 돌파
n=38, k=2.6
2.0%-36.6%0.210.051.7x7919%
Supertrend
period=9, mult=4.8
2.2%-55.1%0.210.041.8x8953%
ROC 모멘텀
n=83, threshold=-0.09
1.9%-64.4%0.200.031.6x11782%
ADX / DI 방향성
period=28, threshold=32
0.7%-22.8%0.160.031.2x174%
Parabolic SAR
step=0.015, maxStep=0.16
0.3%-61.8%0.120.001.1x38351%
MACD
fast=21, slow=50, signal=17
0.1%-58.2%0.110.001.0x27551%
SMA 크로스오버
fast=10, slow=76
0.0%-65.1%0.100.001.0x14356%
Donchian 채널 돌파
entryN=31, exitN=16
0.2%-59.2%0.100.001.1x15139%
EMA 크로스오버
fast=11, slow=67
-0.2%-61.0%0.09-0.001.0x14156%
Buy and hold2.7%-70.5%0.240.042.0x1100%
1x 2001 2005 2009 2013 2017 2021 2025 SupertrendKeltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -18% -35% -53% -71% 2001 2005 2009 2013 2017 2021 2025 Buy and holdSupertrendKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -34.9% (2011-01-03 → 2026-06-10), 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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