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Trend-Following Backtester · Guide · backtest 한국어

etf · DE

SSGA SPDR ETFs Europe I PLC - State Street SPDR S&P Global Dividend Aristocrats UCITS ETF Ptg USD backtest

10 trend-following strategies were compared on the full daily history of SSGA SPDR ETFs Europe I PLC - State Street SPDR S&P Global Dividend Aristocrats UCITS ETF Ptg USD. 2 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. Its 99% market exposure makes it hold-like. The return/drawdown alternative is Donchian 채널 돌파 (CAGR 2.4%, MDD -20.4%).

Data 2013-05-16 ~ 2026-08-31daily bars 3,371 (13.3 years)Costs 0.5%Venue XETRMonthly snapshot 2026-08-31

Results by strategy

2 of 10 beat buy and hold (CAGR 3.1%, drawdown -42.1%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 4.4%, MDD -33.7%, Sharpe 0.38, 99% exposure. With at least 95% exposure, it should be treated as hold-like, not strong evidence of timing skill.

Return/drawdown alternative: Donchian 채널 돌파 — CAGR is 1.3%p higher than buy and hold, while drawdown improves by 8.4%p (CAGR 2.4%, MDD -20.4%, exposure 51%).

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
Hold-like · Exposure 99%
n=7, threshold=-0.07
4.4%-33.7%0.380.131.8x1799%
SMA 크로스오버
fast=23, slow=179
3.3%-33.7%0.370.101.5x1764%
Donchian 채널 돌파
entryN=91, exitN=50
2.4%-20.4%0.320.121.4x2551%
EMA 크로스오버
fast=31, slow=140
1.8%-29.1%0.230.061.3x2764%
볼린저 밴드 돌파
n=49, k=3.2
0.2%-5.6%0.100.031.0x22%
Supertrend
period=27, mult=5
-0.4%-30.0%0.01-0.011.0x5963%
Keltner 채널 돌파
emaPeriod=29, atrPeriod=28, mult=4
-0.3%-11.8%-0.08-0.031.0x189%
ADX / DI 방향성
period=32, threshold=21
-0.2%-7.5%-0.09-0.031.0x104%
MACD
fast=17, slow=55, signal=18
-5.6%-58.5%-0.53-0.100.5x15652%
Parabolic SAR
step=0.015, maxStep=0.1
-6.4%-67.8%-0.59-0.090.4x22957%
Buy and hold3.1%-42.1%0.270.071.5x1100%
1x 2014 2016 2018 2020 2022 2024 2026 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -11% -21% -32% -42% 2014 2016 2018 2020 2022 2024 2026 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -33.7% (2015-04-15 → 2016-02-12), recovered after 2,093 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 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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