Trend-Following Backtester · Guide · backtest 한국어

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Invesco BulletShares 2029 Corporate Bond ETF backtest

10 trend-following strategies were compared on the full daily history of Invesco BulletShares 2029 Corporate Bond ETF. 7 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 0.2%, MDD -0.5%).

Data 2019-09-13 ~ 2026-07-31daily bars 1,729 (6.9 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

7 of 10 beat buy and hold (CAGR -1.1%, drawdown -22.2%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 0.2%, MDD -0.5%, Sharpe 0.51, 1% exposure.

CAGR reference leader: Supertrend — CAGR 0.9%, MDD -13.7%, exposure 56%.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 1.2%p higher than buy and hold, while drawdown improves by 21.7%p (CAGR 0.2%, MDD -0.5%, 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
ROC 모멘텀
n=72, threshold=0.11
0.2%-0.5%0.510.361.0x21%
Supertrend
period=48, mult=4.3
0.9%-13.7%0.230.071.1x2656%
Keltner 채널 돌파
emaPeriod=12, atrPeriod=17, mult=2.5
-0.1%-2.8%-0.06-0.041.0x85%
볼린저 밴드 돌파
n=41, k=3.2
-0.0%-1.6%-0.07-0.031.0x22%
Donchian 채널 돌파
entryN=121, exitN=17
-0.2%-2.2%-0.15-0.071.0x69%
SMA 크로스오버
fast=59, slow=130
-0.7%-14.6%-0.16-0.051.0x1446%
EMA 크로스오버
fast=15, slow=71
-1.2%-12.0%-0.27-0.100.9x2251%
ADX / DI 방향성
period=27, threshold=20
-0.8%-7.7%-0.38-0.100.9x1411%
MACD
fast=24, slow=55, signal=30
-1.7%-15.3%-0.38-0.110.9x4448%
Parabolic SAR
step=0.005, maxStep=0.08
-1.9%-22.0%-0.43-0.090.9x5053%
Buy and hold-1.1%-22.2%-0.11-0.050.9x1100%
1x 2020 2021 2022 2023 2024 2025 2026 SupertrendROC 모멘텀Buy and hold
ROC 모멘텀 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -6% -11% -17% -22% 2020 2021 2022 2023 2024 2025 2026 Buy and holdSupertrendROC 모멘텀
ROC 모멘텀 maximum drawdown -0.5% (2020-07-23 → 2020-07-24), prior peak not yet recovered.

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 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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