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 7.5%, MDD -29.6%).

Data 2010-03-04 ~ 2026-07-30daily bars 4,033 (16.4 years)Costs 0.5%Venue TADAWULMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR 0.7%, drawdown -78.9%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 7.5%, MDD -29.6%, Sharpe 0.51, 21% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 6.8%p higher than buy and hold, while drawdown improves by 49.3%p (CAGR 7.5%, MDD -29.6%, exposure 21%).

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
7.5%-29.6%0.510.253.3x5021%
Keltner 채널 돌파
emaPeriod=42, atrPeriod=26, mult=2.1
5.8%-36.5%0.400.162.5x6427%
Supertrend
period=25, mult=3.2
5.7%-52.4%0.370.112.5x9645%
MACD
fast=19, slow=57, signal=19
5.6%-40.8%0.370.142.4x12249%
SMA 크로스오버
fast=16, slow=120
4.7%-54.6%0.330.092.1x4340%
EMA 크로스오버
fast=33, slow=145
4.7%-50.7%0.330.092.1x2538%
Donchian 채널 돌파
entryN=116, exitN=69
4.4%-37.7%0.320.122.0x1730%
ROC 모멘텀
n=142, threshold=0.06
3.7%-46.3%0.280.081.8x5530%
ADX / DI 방향성
period=22, threshold=19
2.6%-59.6%0.230.041.5x11036%
Parabolic SAR
step=0.005, maxStep=0.06
1.9%-64.0%0.190.031.4x10647%
Buy and hold0.7%-78.9%0.180.011.1x1100%
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 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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