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Trend-Following Backtester · Guide · backtest 한국어

equity · TW

CTBC Financial Holding Company Ltd. backtest

10 trend-following strategies were compared on the full daily history of CTBC Financial Holding Company Ltd.. 0 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 8.2%, MDD -43.5%).

Data 2002-05-17 ~ 2026-08-31daily bars 6,011 (24.3 years)Costs 0.5%Venue TWSEMonthly snapshot 2026-08-31

Results by strategy

0 of 10 beat buy and hold (CAGR 8.6%, drawdown -72.5%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 8.2%, MDD -43.5%, Sharpe 0.45, 86% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 0.4%p lower than buy and hold, while drawdown improves by 29.0%p (CAGR 8.2%, MDD -43.5%, exposure 86%).

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
ROC 모멘텀
n=78, threshold=-0.1
8.2%-43.5%0.450.196.8x14186%
SMA 크로스오버
fast=57, slow=78
7.3%-43.4%0.450.175.5x9958%
볼린저 밴드 돌파
n=54, k=3.3
4.3%-22.1%0.420.202.8x2815%
Donchian 채널 돌파
entryN=28, exitN=94
6.9%-69.8%0.400.105.0x4580%
EMA 크로스오버
fast=54, slow=110
5.2%-50.6%0.350.103.4x3765%
Supertrend
period=11, mult=5
4.1%-58.1%0.300.072.6x7561%
ADX / DI 방향성
period=36, threshold=22
1.3%-39.2%0.190.031.4x2911%
Keltner 채널 돌파
emaPeriod=57, atrPeriod=11, mult=1.9
1.1%-63.1%0.150.021.3x14643%
MACD
fast=19, slow=56, signal=17
0.0%-70.5%0.100.001.0x25050%
Parabolic SAR
step=0.01, maxStep=0.12
-0.3%-74.7%0.09-0.000.9x28154%
Buy and hold8.6%-72.5%0.430.127.4x1100%
1x 2003 2006 2009 2012 2015 2018 2021 2024 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -18% -36% -54% -73% 2003 2006 2009 2012 2015 2018 2021 2024 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -43.5% (2011-07-27 → 2012-11-19), recovered after 2,506 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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 TW assetsAll asset reports

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