Trend-Following Backtester · Guide · backtest 한국어

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Invesco MDAX UCITS ETF backtest

10 trend-following strategies were compared on the full daily history of Invesco MDAX UCITS ETF. 0 beat buy-and-hold CAGR; Parabolic SAR ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Parabolic SAR (CAGR 3.6%, MDD -25.8%).

Data 2019-02-11 ~ 2026-07-31daily bars 1,898 (7.5 years)Costs 0.5%Venue XETRMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 3.7%, drawdown -40.0%).

Sharpe leader (same as main): Parabolic SAR — CAGR 3.6%, MDD -25.8%, Sharpe 0.34, 59% exposure.

Return/drawdown alternative: Parabolic SAR — CAGR is 0.1%p lower than buy and hold, while drawdown improves by 14.2%p (CAGR 3.6%, MDD -25.8%, exposure 59%).

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
Parabolic SAR
step=0.04, maxStep=0.04
3.6%-25.8%0.340.141.3x7259%
MACD
fast=18, slow=22, signal=13
3.4%-26.8%0.340.131.3x9748%
Donchian 채널 돌파
entryN=5, exitN=54
2.8%-44.2%0.250.061.2x3789%
Supertrend
period=28, mult=4.3
2.3%-28.7%0.230.081.2x4559%
볼린저 밴드 돌파
n=35, k=3.1
0.3%-5.0%0.140.061.0x22%
EMA 크로스오버
fast=24, slow=112
-0.2%-32.5%0.05-0.011.0x2360%
Keltner 채널 돌파
emaPeriod=17, atrPeriod=11, mult=1.3
-0.4%-15.0%0.01-0.021.0x9240%
SMA 크로스오버
fast=7, slow=165
-1.1%-34.3%-0.02-0.030.9x2957%
ADX / DI 방향성
period=17, threshold=16
-0.8%-26.2%-0.03-0.030.9x9032%
ROC 모멘텀
n=126, threshold=0.09
-0.7%-18.0%-0.04-0.041.0x4628%
Buy and hold3.7%-40.0%0.280.091.3x1100%
1x 2020 2021 2022 2023 2024 2025 2026 Parabolic SARBuy and hold
Parabolic SAR: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -10% -20% -30% -40% 2020 2021 2022 2023 2024 2025 2026 Buy and holdParabolic SAR
Parabolic SAR maximum drawdown -25.8% (2021-02-16 → 2022-11-03), recovered after 1,554 days.

Rules of the top strategy

Trades around the Parabolic SAR dots that accelerate toward price.

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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