Trend-Following Backtester · Guide · backtest 한국어

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Cyrela Brazil Realty SA Empreendimentos e Participacoes backtest

10 trend-following strategies were compared on the full daily history of Cyrela Brazil Realty SA Empreendimentos e Participacoes. 0 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 12.0%, MDD -45.0%).

Data 2000-01-03 ~ 2026-07-31daily bars 6,672 (26.6 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 14.6%, drawdown -81.0%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 12.0%, MDD -45.0%, Sharpe 0.61, 29% exposure.

CAGR reference leader: MACD — CAGR 13.8%, MDD -68.2%, exposure 49%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 2.6%p lower than buy and hold, while drawdown improves by 36.0%p (CAGR 12.0%, MDD -45.0%, 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=39, k=2.4
12.0%-45.0%0.610.2720.1x10029%
MACD
fast=18, slow=86, signal=21
13.8%-68.2%0.570.2030.8x21349%
Keltner 채널 돌파
emaPeriod=48, atrPeriod=27, mult=3
11.4%-49.3%0.570.2317.7x8230%
ADX / DI 방향성
period=33, threshold=18
9.3%-60.0%0.520.1510.6x8825%
Donchian 채널 돌파
entryN=52, exitN=35
10.4%-57.9%0.490.1814.0x8045%
ROC 모멘텀
n=44, threshold=0.07
9.4%-60.5%0.470.1610.9x33237%
SMA 크로스오버
fast=28, slow=245
11.3%-79.2%0.470.1417.1x4458%
EMA 크로스오버
fast=30, slow=95
10.3%-72.3%0.450.1413.5x6456%
Parabolic SAR
step=0.005, maxStep=0.04
8.1%-81.3%0.410.108.0x18052%
Supertrend
period=11, mult=4.8
8.1%-67.5%0.410.127.9x11253%
Buy and hold14.6%-81.0%0.520.1837.0x1100%
1x 10x 2001 2005 2009 2013 2017 2021 2025 MACD볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), MACD (CAGR reference), Buy and hold.
0% -20% -40% -61% -81% 2001 2005 2009 2013 2017 2021 2025 Buy and holdMACD볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -45.0% (2020-07-20 → 2022-04-11), 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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