Trend-Following Backtester · Guide · backtest 한국어

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Moura Dubeux Engenharia SA backtest

10 trend-following strategies were compared on the full daily history of Moura Dubeux Engenharia SA. 10 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 20.0%, MDD -24.7%).

Data 2020-02-13 ~ 2026-07-31daily bars 1,609 (6.5 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR 4.5%, drawdown -76.8%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 20.0%, MDD -24.7%, Sharpe 0.90, 28% exposure.

CAGR reference leader: Supertrend — CAGR 27.1%, MDD -57.8%, exposure 49%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 15.5%p higher than buy and hold, while drawdown improves by 52.1%p (CAGR 20.0%, MDD -24.7%, exposure 28%).

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
볼린저 밴드 돌파
n=22, k=2.2
20.0%-24.7%0.900.813.2x3828%
Supertrend
period=27, mult=3.3
27.1%-57.8%0.830.474.7x3049%
Keltner 채널 돌파
emaPeriod=16, atrPeriod=29, mult=1.4
17.6%-27.8%0.820.632.8x5029%
ADX / DI 방향성
period=34, threshold=16
16.6%-28.4%0.770.582.7x2031%
Donchian 채널 돌파
entryN=20, exitN=10
17.7%-41.1%0.700.432.9x4239%
MACD
fast=18, slow=59, signal=19
15.7%-63.2%0.620.252.6x6847%
ROC 모멘텀
n=25, threshold=0.06
14.9%-54.5%0.620.272.5x12240%
SMA 크로스오버
fast=10, slow=58
15.8%-61.3%0.610.262.6x3454%
EMA 크로스오버
fast=38, slow=204
14.2%-35.9%0.590.402.4x648%
Parabolic SAR
step=0.01, maxStep=0.1
12.6%-61.1%0.520.212.2x8452%
Buy and hold4.5%-76.8%0.370.061.3x1100%
1x 2021 2022 2023 2024 2025 2026 Supertrend볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -19% -38% -58% -77% 2021 2022 2023 2024 2025 2026 Buy and holdSupertrend볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -24.7% (2023-12-28 → 2025-03-24), recovered after 504 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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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