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Trend-Following Backtester · Guide · backtest 한국어

equity · ID

PT Bumi Resources Minerals Tbk Class A backtest

10 trend-following strategies were compared on the full daily history of PT Bumi Resources Minerals Tbk Class 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 18.8%, MDD -41.4%).

Data 2010-12-09 ~ 2026-08-31daily bars 3,865 (15.7 years)Costs 0.5%Venue IDXMonthly snapshot 2026-08-31

Results by strategy

10 of 10 beat buy and hold (CAGR 1.3%, drawdown -93.7%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 18.8%, MDD -41.4%, Sharpe 0.62, 38% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 17.5%p higher than buy and hold, while drawdown improves by 52.3%p (CAGR 18.8%, MDD -41.4%, exposure 38%).

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=25, threshold=23
18.8%-41.4%0.620.4514.9x4438%
SMA 크로스오버
fast=29, slow=188
16.4%-64.6%0.550.2510.9x2441%
Donchian 채널 돌파
entryN=126, exitN=65
14.0%-72.0%0.510.207.9x1833%
EMA 크로스오버
fast=46, slow=172
14.0%-67.0%0.510.217.8x1838%
Supertrend
period=3, mult=4.3
12.7%-73.5%0.490.176.6x4366%
ROC 모멘텀
n=113, threshold=-0.04
7.4%-79.8%0.390.093.1x14757%
MACD
fast=10, slow=32, signal=8
5.8%-65.3%0.350.092.4x25753%
볼린저 밴드 돌파
n=56, k=2.4
5.0%-79.8%0.320.062.2x4724%
Parabolic SAR
step=0.015, maxStep=0.16
2.5%-67.9%0.270.041.5x19942%
Keltner 채널 돌파
emaPeriod=53, atrPeriod=25, mult=2.4
1.6%-84.4%0.230.021.3x6325%
Buy and hold1.3%-93.7%0.350.011.2x1100%
0.1 1x 10x 2011 2013 2015 2017 2019 2021 2023 2025 ADX / DI 방향성Buy and hold
ADX / DI 방향성: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -23% -47% -70% -94% 2011 2013 2015 2017 2019 2021 2023 2025 Buy and holdADX / DI 방향성
ADX / DI 방향성 maximum drawdown -41.4% (2017-02-02 → 2017-12-11), recovered after 1,414 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 carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore ID assetsAll asset reports

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