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Trend-Following Backtester · Guide · backtest 한국어

equity · US

Carter Bankshares, Inc. backtest

10 trend-following strategies were compared on the full daily history of Carter Bankshares, Inc.. 6 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is EMA 크로스오버 (CAGR 8.9%, MDD -30.9%).

Data 2007-03-15 ~ 2026-07-31daily bars 4,876 (19.4 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

6 of 10 beat buy and hold (CAGR 5.0%, drawdown -73.4%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 9.5%, MDD -36.1%, Sharpe 0.52, 67% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 9.7%, MDD -40.7%, exposure 71%.

Return/drawdown alternative: EMA 크로스오버 — CAGR is 4.4%p higher than buy and hold, while drawdown improves by 37.3%p (CAGR 8.9%, MDD -30.9%, exposure 56%).

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=129, threshold=-0.02
9.5%-36.1%0.520.265.8x10767%
Donchian 채널 돌파
entryN=39, exitN=76
9.7%-40.7%0.510.246.0x3171%
EMA 크로스오버
fast=30, slow=33
8.9%-30.9%0.500.295.2x8756%
Supertrend
period=10, mult=4.4
8.8%-58.3%0.490.155.1x7360%
SMA 크로스오버
fast=17, slow=81
8.3%-42.9%0.480.194.7x6754%
MACD
fast=39, slow=73, signal=30
7.0%-51.4%0.400.143.7x11351%
Parabolic SAR
step=0.015, maxStep=0.1
4.8%-54.2%0.320.092.5x26951%
Keltner 채널 돌파
emaPeriod=51, atrPeriod=24, mult=2.6
3.4%-36.7%0.270.091.9x8336%
볼린저 밴드 돌파
n=49, k=1.5
2.4%-38.9%0.220.061.6x12340%
ADX / DI 방향성
period=39, threshold=25
0.3%-32.3%0.080.011.1x258%
Buy and hold5.0%-73.4%0.320.072.6x1100%
1x 2008 2011 2014 2017 2020 2023 2026 Donchian 채널 돌파ROC 모멘텀Buy and hold
ROC 모멘텀 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -18% -37% -55% -73% 2008 2011 2014 2017 2020 2023 2026 Buy and holdDonchian 채널 돌파ROC 모멘텀
ROC 모멘텀 maximum drawdown -36.1% (2022-04-20 → 2024-04-11), recovered after 1,437 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 setupMore US assetsAll asset reports

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