SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · JP

Kao Corporation backtest

10 trend-following strategies were compared on the full daily history of Kao Corporation. 0 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester.

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

0 of 10 beat buy and hold (CAGR 3.5%, drawdown -55.4%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 0.6%, MDD -5.2%, Sharpe 0.35, 1% exposure.

CAGR reference leader: ROC 모멘텀 — CAGR 3.3%, MDD -59.4%, exposure 100%. It is hold-like at 95%+ exposure and is not used as the featured strategy.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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=19, k=3.4
0.6%-5.2%0.350.111.2x41%
ADX / DI 방향성
period=24, threshold=37
0.6%-6.9%0.270.081.2x21%
ROC 모멘텀
Hold-like · Exposure 100%
n=1, threshold=-0.11
3.3%-59.4%0.260.062.4x5100%
SMA 크로스오버
fast=60, slow=152
2.5%-44.5%0.230.061.9x5552%
Donchian 채널 돌파
entryN=199, exitN=79
1.7%-38.3%0.200.041.6x2328%
Keltner 채널 돌파
emaPeriod=12, atrPeriod=25, mult=3.9
0.5%-8.3%0.190.071.2x61%
EMA 크로스오버
fast=59, slow=212
-1.6%-62.6%-0.00-0.030.7x4953%
Supertrend
period=27, mult=2.7
-3.8%-76.7%-0.13-0.050.4x23353%
MACD
fast=32, slow=59, signal=20
-3.8%-77.3%-0.15-0.050.4x21750%
Parabolic SAR
step=0.01, maxStep=0.14
-5.4%-85.3%-0.23-0.060.2x35151%
Buy and hold3.5%-55.4%0.270.062.5x1100%
1x 2001 2005 2009 2013 2017 2021 2025 ROC 모멘텀볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), ROC 모멘텀 (CAGR reference), Buy and hold.
0% -15% -30% -45% -59% 2001 2005 2009 2013 2017 2021 2025 Buy and holdROC 모멘텀볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -5.2% (2017-06-05 → 2024-04-11), recovered after 2,513 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

Read next