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Trend-Following Backtester · Guide · backtest 한국어

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CTBC U.S. Treasury 20 Year Bond ETF backtest

10 trend-following strategies were compared on the full daily history of CTBC U.S. Treasury 20 Year Bond ETF. 9 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR -0.3%, MDD -7.6%).

Data 2019-04-01 ~ 2026-07-31daily bars 1,784 (7.3 years)Costs 0.5%Venue TPEXMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR -5.3%, drawdown -54.3%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 1.6%, MDD -11.0%, Sharpe 0.32, 3% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 6.9%p higher than buy and hold, while drawdown improves by 43.3%p (CAGR -0.3%, MDD -7.6%, exposure 1%).

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
볼린저 밴드 돌파
n=19, k=3.3
1.6%-11.0%0.320.141.1x43%
ADX / DI 방향성
period=37, threshold=21
0.9%-9.3%0.250.101.1x66%
Donchian 채널 돌파
entryN=111, exitN=42
-0.1%-16.0%0.01-0.011.0x613%
EMA 크로스오버
fast=44, slow=201
-0.6%-19.8%-0.04-0.031.0x620%
ROC 모멘텀
n=5, threshold=0.06
-0.3%-7.6%-0.06-0.041.0x101%
SMA 크로스오버
fast=16, slow=211
-1.6%-26.7%-0.16-0.060.9x1025%
MACD
fast=37, slow=54, signal=12
-3.6%-43.1%-0.29-0.080.8x5844%
Keltner 채널 돌파
emaPeriod=24, atrPeriod=22, mult=3.1
-2.9%-38.1%-0.37-0.080.8x3416%
Supertrend
period=21, mult=4.9
-4.3%-43.4%-0.41-0.100.7x4039%
Parabolic SAR
step=0.015, maxStep=0.06
-6.5%-53.3%-0.60-0.120.6x8643%
Buy and hold-5.3%-54.3%-0.30-0.100.7x1100%
1x 2020 2021 2022 2023 2024 2025 2026 볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -14% -27% -41% -54% 2020 2021 2022 2023 2024 2025 2026 Buy and hold볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -11.0% (2020-03-09 → 2020-03-19), prior peak not yet recovered.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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.
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