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Trend-Following Backtester · Guide · backtest 한국어

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Franklin High Yield Corporate ETF backtest

10 trend-following strategies were compared on the full daily history of Franklin High Yield Corporate ETF. 6 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 0.3%, MDD -0.6%).

Data 2018-06-14 ~ 2026-09-30daily bars 2,085 (8.3 years)Costs 0.5%Venue ARCXMonthly snapshot 2026-09-30

Results by strategy

6 of 10 beat buy and hold (CAGR -0.9%, drawdown -23.0%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 0.3%, MDD -0.6%, Sharpe 0.65, 1% exposure.

CAGR reference leader: ADX / DI 방향성 — CAGR 0.8%, MDD -5.7%, exposure 18%.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 1.3%p higher than buy and hold, while drawdown improves by 22.3%p (CAGR 0.3%, MDD -0.6%, 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
ROC 모멘텀
n=80, threshold=0.11
0.3%-0.6%0.650.541.0x21%
ADX / DI 방향성
period=39, threshold=16
0.8%-5.7%0.310.141.1x1418%
볼린저 밴드 돌파
n=13, k=2.9
0.2%-2.7%0.170.061.0x63%
SMA 크로스오버
fast=34, slow=140
0.1%-8.8%0.040.011.0x1059%
EMA 크로스오버
fast=31, slow=100
-0.2%-7.4%-0.02-0.021.0x1460%
Keltner 채널 돌파
emaPeriod=9, atrPeriod=17, mult=2.6
-0.1%-4.8%-0.05-0.021.0x126%
Donchian 채널 돌파
entryN=17, exitN=76
-1.7%-16.6%-0.28-0.100.9x2880%
Supertrend
period=29, mult=3.7
-2.8%-23.3%-0.51-0.120.8x6264%
MACD
fast=17, slow=36, signal=19
-4.8%-38.2%-0.99-0.130.7x9445%
Parabolic SAR
step=0.01, maxStep=0.14
-6.0%-41.3%-1.22-0.150.6x10853%
Buy and hold-0.9%-23.0%-0.07-0.040.9x1100%
1x 2019 2020 2021 2022 2023 2024 2025 2026 ADX / DI 방향성ROC 모멘텀Buy and hold
ROC 모멘텀 (Sharpe leader), ADX / DI 방향성 (CAGR reference), Buy and hold.
0% -6% -11% -17% -23% 2019 2020 2021 2022 2023 2024 2025 2026 Buy and holdADX / DI 방향성ROC 모멘텀
ROC 모멘텀 maximum drawdown -0.6% (2020-07-30 → 2020-08-05), 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 120 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 setupMore US assetsAll asset reports

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