Trend-Following Backtester · Guide · backtest 한국어

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Otter Tail Corporation backtest

10 trend-following strategies were compared on the full daily history of Otter Tail Corporation. 0 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester.

Data 1973-02-21 ~ 2026-07-31daily bars 13,474 (53.4 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 5.4%, drawdown -66.7%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 1.5%, MDD -61.4%, Sharpe 0.18, 88% exposure.

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
ROC 모멘텀
n=176, threshold=-0.1
1.5%-61.4%0.180.022.2x21388%
EMA 크로스오버
fast=61, slow=238
0.8%-59.3%0.140.011.6x6964%
Donchian 채널 돌파
entryN=83, exitN=99
0.2%-64.0%0.100.001.1x6957%
SMA 크로스오버
fast=59, slow=96
-0.1%-62.7%0.10-0.001.0x18757%
Supertrend
period=12, mult=4.5
-1.6%-82.6%0.01-0.020.4x15361%
ADX / DI 방향성
period=37, threshold=21
-0.9%-45.3%-0.06-0.020.6x10616%
볼린저 밴드 돌파
n=36, k=3.5
-0.9%-45.3%-0.12-0.020.6x486%
Keltner 채널 돌파
emaPeriod=43, atrPeriod=29, mult=4
-1.7%-69.9%-0.16-0.020.4x7210%
Parabolic SAR
step=0.005, maxStep=0.38
-5.5%-95.8%-0.21-0.060.0x43955%
MACD
fast=20, slow=61, signal=36
-5.7%-96.3%-0.22-0.060.0x46951%
Buy and hold5.4%-66.7%0.330.0816.7x1100%
1x 10x 1974 1981 1988 1995 2002 2009 2016 2023 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -17% -33% -50% -67% 1974 1981 1988 1995 2002 2009 2016 2023 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -61.4% (2002-05-01 → 2011-11-25), recovered after 7,070 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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 setupAll asset reports

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