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Trend-Following Backtester · Guide · backtest 한국어

equity · JP

Kansai Electric Power Company, Incorporated backtest

10 trend-following strategies were compared on the full daily history of Kansai Electric Power Company, Incorporated. 4 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 3.1%, MDD -30.5%).

Data 2000-01-04 ~ 2026-08-31daily bars 6,652 (26.7 years)Costs 0.5%Venue TSEMonthly snapshot 2026-08-31

Results by strategy

4 of 10 beat buy and hold (CAGR 1.6%, drawdown -87.1%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 3.1%, MDD -30.5%, Sharpe 0.31, 12% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 3.8%, MDD -69.1%, exposure 51%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 1.4%p higher than buy and hold, while drawdown improves by 56.6%p (CAGR 3.1%, MDD -30.5%, exposure 12%).

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=33, k=3.1
3.1%-30.5%0.310.102.2x5312%
SMA 크로스오버
fast=45, slow=103
3.8%-69.1%0.280.052.7x6651%
Donchian 채널 돌파
entryN=106, exitN=99
3.3%-53.4%0.260.062.4x2849%
EMA 크로스오버
fast=23, slow=208
3.1%-50.5%0.250.062.3x4952%
ROC 모멘텀
n=67, threshold=0.14
1.4%-42.8%0.170.031.4x13915%
Supertrend
period=16, mult=4.8
0.7%-76.3%0.130.011.2x10150%
Keltner 채널 돌파
emaPeriod=39, atrPeriod=11, mult=3.2
0.5%-56.6%0.100.011.1x9521%
ADX / DI 방향성
period=24, threshold=24
0.3%-51.5%0.080.011.1x5012%
MACD
fast=17, slow=53, signal=12
-0.7%-73.9%0.07-0.010.8x32953%
Parabolic SAR
step=0.005, maxStep=0.34
-2.1%-83.9%0.00-0.020.6x20552%
Buy and hold1.6%-87.1%0.200.021.5x1100%
1x 2001 2005 2009 2013 2017 2021 2025 SMA 크로스오버볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -22% -44% -65% -87% 2001 2005 2009 2013 2017 2021 2025 Buy and holdSMA 크로스오버볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -30.5% (2021-03-25 → 2023-05-02), recovered after 1,159 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 JP assetsAll asset reports

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