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Trend-Following Backtester · Guide · backtest 한국어

etf · US

Vanguard Total Corporate Bond ETF backtest

10 trend-following strategies were compared on the full daily history of Vanguard Total Corporate Bond ETF. 9 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 0.6%, MDD -0.7%).

Data 2017-11-09 ~ 2026-07-31daily bars 2,191 (8.7 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR -1.4%, drawdown -25.6%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 0.6%, MDD -0.7%, Sharpe 0.46, 0% exposure.

CAGR reference leader: Keltner 채널 돌파 — CAGR 0.8%, MDD -6.5%, exposure 18%.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 2.0%p higher than buy and hold, while drawdown improves by 25.0%p (CAGR 0.6%, MDD -0.7%, exposure 0%).

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=12, threshold=0.08
0.6%-0.7%0.460.901.1x20%
Keltner 채널 돌파
emaPeriod=33, atrPeriod=8, mult=3.5
0.8%-6.5%0.320.121.1x1418%
볼린저 밴드 돌파
n=11, k=2.8
0.3%-1.5%0.270.181.0x21%
Supertrend
period=29, mult=4.6
0.6%-13.9%0.150.041.1x3049%
SMA 크로스오버
fast=68, slow=365
0.1%-19.7%0.050.011.0x848%
Donchian 채널 돌파
entryN=58, exitN=25
-0.1%-9.6%-0.01-0.011.0x2027%
ADX / DI 방향성
period=36, threshold=27
-0.0%-4.1%-0.03-0.011.0x43%
EMA 크로스오버
fast=26, slow=59
-1.0%-18.5%-0.20-0.050.9x2646%
Parabolic SAR
step=0.01, maxStep=0.02
-1.4%-18.9%-0.30-0.070.9x4651%
MACD
fast=23, slow=45, signal=30
-2.2%-21.0%-0.46-0.110.8x5851%
Buy and hold-1.4%-25.6%-0.15-0.060.9x1100%
1x 2018 2020 2022 2024 2026 Keltner 채널 돌파ROC 모멘텀Buy and hold
ROC 모멘텀 (Sharpe leader), Keltner 채널 돌파 (CAGR reference), Buy and hold.
0% -6% -13% -19% -26% 2018 2020 2022 2024 2026 Buy and holdKeltner 채널 돌파ROC 모멘텀
ROC 모멘텀 maximum drawdown -0.7% (2020-04-09 → 2020-04-14), 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.
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