Trend-Following Backtester · Guide · backtest 한국어

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LAVVI Empreendimentos Imobiliarios SA backtest

10 trend-following strategies were compared on the full daily history of LAVVI Empreendimentos Imobiliarios SA. 10 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Donchian 채널 돌파 (CAGR 13.4%, MDD -18.5%).

Data 2020-09-03 ~ 2026-07-31daily bars 1,470 (5.9 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR 2.5%, drawdown -54.1%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 12.7%, MDD -20.1%, Sharpe 0.82, 26% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 14.1%, MDD -33.8%, exposure 50%.

Return/drawdown alternative: Donchian 채널 돌파 — CAGR is 10.1%p higher than buy and hold, while drawdown improves by 33.9%p (CAGR 13.4%, MDD -18.5%, exposure 29%).

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=17, k=2.2
12.7%-20.1%0.820.632.0x4226%
Donchian 채널 돌파
entryN=110, exitN=26
13.4%-18.5%0.770.722.1x829%
SMA 크로스오버
fast=25, slow=207
14.1%-33.8%0.670.422.2x1050%
Keltner 채널 돌파
emaPeriod=58, atrPeriod=28, mult=4
10.5%-22.2%0.650.471.8x1028%
Supertrend
period=5, mult=3.6
13.1%-40.9%0.610.322.1x2654%
EMA 크로스오버
fast=30, slow=141
11.5%-28.1%0.560.411.9x1052%
ROC 모멘텀
n=115, threshold=0.09
8.9%-26.8%0.510.331.7x4639%
ADX / DI 방향성
period=33, threshold=19
6.0%-21.2%0.460.281.4x1623%
MACD
fast=9, slow=26, signal=16
8.3%-48.7%0.440.171.6x9448%
Parabolic SAR
step=0.03, maxStep=0.2
3.8%-36.8%0.280.101.2x15850%
Buy and hold2.5%-54.1%0.260.051.2x1100%
1x 2021 2022 2023 2024 2025 2026 SMA 크로스오버볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -14% -27% -41% -54% 2021 2022 2023 2024 2025 2026 Buy and holdSMA 크로스오버볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -20.1% (2025-11-11 → 2026-07-08), prior peak not yet recovered.

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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