Trend-Following Backtester · Guide · backtest 한국어

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iShares IV PLC - iShares MSCI Europe CTB Enhanced ESG UCITS ETF Accum Shs Unhedged EUR backtest

10 trend-following strategies were compared on the full daily history of iShares IV PLC - iShares MSCI Europe CTB Enhanced ESG UCITS ETF Accum Shs Unhedged EUR. 0 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 8.3%, MDD -22.1%).

Data 2019-04-16 ~ 2026-07-31daily bars 1,852 (7.3 years)Costs 0.5%Venue XETRMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 9.6%, drawdown -35.0%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 8.3%, MDD -22.1%, Sharpe 0.67, 91% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 1.4%p lower than buy and hold, while drawdown improves by 12.9%p (CAGR 8.3%, MDD -22.1%, exposure 91%).

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=41, threshold=-0.06
8.3%-22.1%0.670.381.8x2391%
Donchian 채널 돌파
entryN=101, exitN=79
5.9%-15.5%0.600.381.5x965%
Supertrend
period=47, mult=4.6
5.7%-25.3%0.530.221.5x3972%
볼린저 밴드 돌파
n=77, k=2.8
2.6%-6.8%0.510.381.2x619%
SMA 크로스오버
fast=11, slow=160
5.2%-19.8%0.500.261.4x1971%
EMA 크로스오버
fast=16, slow=137
5.0%-17.0%0.480.291.4x1575%
Keltner 채널 돌파
emaPeriod=76, atrPeriod=28, mult=4
1.0%-21.7%0.170.051.1x2542%
Parabolic SAR
step=0.005, maxStep=0.38
0.5%-22.4%0.100.021.0x7063%
MACD
fast=15, slow=64, signal=15
-0.2%-18.1%0.02-0.011.0x8850%
ADX / DI 방향성
period=39, threshold=16
-0.1%-8.8%0.01-0.011.0x1817%
Buy and hold9.6%-35.0%0.640.282.0x1100%
1x 2020 2021 2022 2023 2024 2025 2026 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -9% -17% -26% -35% 2020 2021 2022 2023 2024 2025 2026 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -22.1% (2022-01-05 → 2022-11-03), recovered after 853 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.
Re-run the same setupAll asset reports

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