Trend-Following Backtester · Guide · backtest 한국어

equity · JP

Konica Minolta, Inc. backtest

10 trend-following strategies were compared on the full daily history of Konica Minolta, Inc.. 8 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 1.4%, MDD -23.3%).

Data 2000-01-04 ~ 2026-07-31daily bars 6,632 (26.6 years)Costs 0.5%Venue TSEMonthly snapshot 2026-07-31

Results by strategy

8 of 10 beat buy and hold (CAGR 1.3%, drawdown -88.6%).

Sharpe leader (same as main): MACD — CAGR 5.7%, MDD -57.6%, Sharpe 0.34, 52% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 4.5%p higher than buy and hold, while drawdown improves by 31.0%p (CAGR 1.4%, MDD -23.3%, exposure 4%).

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
MACD
fast=32, slow=56, signal=20
5.7%-57.6%0.340.104.4x18952%
Keltner 채널 돌파
emaPeriod=22, atrPeriod=25, mult=3.8
3.2%-40.5%0.340.082.3x408%
SMA 크로스오버
fast=25, slow=92
5.3%-56.8%0.330.093.9x7351%
EMA 크로스오버
fast=31, slow=47
4.8%-50.1%0.310.103.5x9752%
볼린저 밴드 돌파
n=49, k=2.9
3.0%-31.4%0.310.102.2x2510%
Donchian 채널 돌파
entryN=67, exitN=24
4.1%-51.6%0.300.082.9x7930%
Supertrend
period=19, mult=5
2.8%-61.1%0.240.052.1x10150%
ADX / DI 방향성
period=24, threshold=29
1.4%-23.3%0.210.061.5x284%
ROC 모멘텀
n=60, threshold=-0.06
1.1%-67.7%0.180.021.3x29365%
Parabolic SAR
step=0.005, maxStep=0.34
0.2%-74.1%0.150.001.1x20553%
Buy and hold1.3%-88.6%0.230.011.4x1100%
1x 2001 2005 2009 2013 2017 2021 2025 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -22% -44% -66% -89% 2001 2005 2009 2013 2017 2021 2025 Buy and holdMACD
MACD maximum drawdown -57.6% (2015-05-20 → 2020-11-05), recovered after 2,343 days.

Rules of the top strategy

Looks at the gap (MACD) between a short and long average crossing its own signal line.

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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