Trend-Following Backtester · Guide · backtest 한국어

equity · BR

JHSF Participacoes S.A. backtest

10 trend-following strategies were compared on the full daily history of JHSF Participacoes S.A.. 10 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 17.5%, MDD -33.2%).

Data 2007-04-12 ~ 2026-07-31daily bars 4,793 (19.3 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR 1.5%, drawdown -91.8%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 17.5%, MDD -33.2%, Sharpe 0.85, 17% exposure.

CAGR reference leader: EMA 크로스오버 — CAGR 20.1%, MDD -55.2%, exposure 50%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 16.0%p higher than buy and hold, while drawdown improves by 58.6%p (CAGR 17.5%, MDD -33.2%, exposure 17%).

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
ADX / DI 방향성
period=10, threshold=35
17.5%-33.2%0.850.5322.5x11817%
Keltner 채널 돌파
emaPeriod=27, atrPeriod=21, mult=2.4
16.1%-41.0%0.750.3917.9x7825%
볼린저 밴드 돌파
n=37, k=2.7
15.7%-38.6%0.750.4116.6x5623%
EMA 크로스오버
fast=7, slow=18
20.1%-55.2%0.720.3634.1x21350%
Supertrend
period=20, mult=3.8
18.3%-61.2%0.690.3025.5x7248%
Parabolic SAR
step=0.005, maxStep=0.24
18.9%-58.6%0.680.3228.4x14350%
Donchian 채널 돌파
entryN=49, exitN=8
13.1%-46.9%0.650.2810.8x9026%
MACD
fast=19, slow=29, signal=16
17.4%-59.5%0.640.2922.2x20949%
ROC 모멘텀
n=149, threshold=0.11
15.5%-51.8%0.630.3016.0x7540%
SMA 크로스오버
fast=10, slow=24
15.2%-67.2%0.590.2315.4x19149%
Buy and hold1.5%-91.8%0.270.021.3x1100%
1x 10x 2008 2011 2014 2017 2020 2023 2026 EMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), EMA 크로스오버 (CAGR reference), Buy and hold.
0% -23% -46% -69% -92% 2008 2011 2014 2017 2020 2023 2026 Buy and holdEMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -33.2% (2020-07-15 → 2023-06-02), recovered after 2,091 days.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

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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