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Trend-Following Backtester · Guide · backtest 한국어

equity · SA

Kingdom Holding Co. backtest

10 trend-following strategies were compared on the full daily history of Kingdom Holding Co.. 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 8.0%, MDD -29.6%).

Data 2010-03-04 ~ 2026-08-31daily bars 4,055 (16.5 years)Costs 0.5%Venue TADAWULMonthly snapshot 2026-08-31

Results by strategy

10 of 10 beat buy and hold (CAGR 1.8%, drawdown -78.9%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 8.0%, MDD -29.6%, Sharpe 0.53, 22% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 6.2%p higher than buy and hold, while drawdown improves by 49.3%p (CAGR 8.0%, MDD -29.6%, exposure 22%).

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=38, k=2.6
8.0%-29.6%0.530.273.6x5122%
Keltner 채널 돌파
emaPeriod=42, atrPeriod=26, mult=2.1
6.3%-36.5%0.430.172.7x6527%
Supertrend
period=25, mult=3.2
6.4%-52.4%0.400.122.8x9745%
MACD
fast=19, slow=57, signal=19
6.3%-40.8%0.400.152.7x12349%
SMA 크로스오버
fast=16, slow=120
5.8%-54.6%0.380.112.5x4340%
EMA 크로스오버
fast=33, slow=145
5.8%-50.7%0.370.112.5x2539%
Donchian 채널 돌파
entryN=116, exitN=69
5.5%-37.7%0.370.142.4x1730%
ROC 모멘텀
n=142, threshold=0.06
4.8%-46.3%0.340.102.2x5531%
ADX / DI 방향성
period=22, threshold=19
2.7%-59.6%0.230.051.5x11136%
Parabolic SAR
step=0.005, maxStep=0.06
2.6%-64.0%0.230.041.5x10747%
Buy and hold1.8%-78.9%0.210.021.3x1100%
1x 2011 2013 2015 2017 2019 2021 2023 2025 볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -39% -59% -79% 2011 2013 2015 2017 2019 2021 2023 2025 Buy and hold볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -29.6% (2021-08-02 → 2024-03-07), recovered after 1,093 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 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 SA assetsAll asset reports

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