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Trend-Following Backtester · Guide · backtest 한국어

equity · US

Matthews International Corporation backtest

10 trend-following strategies were compared on the full daily history of Matthews International Corporation. 2 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is EMA 크로스오버 (CAGR 6.0%, MDD -48.9%).

Data 1994-07-20 ~ 2026-08-31daily bars 8,083 (32.1 years)Costs 0.5%Venue XNASMonthly snapshot 2026-08-31

Results by strategy

2 of 10 beat buy and hold (CAGR 5.6%, drawdown -76.8%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 3.2%, MDD -16.1%, Sharpe 0.37, 9% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 6.1%, MDD -52.0%, exposure 62%.

Return/drawdown alternative: EMA 크로스오버 — CAGR is 2.4%p lower than buy and hold, while drawdown improves by 60.6%p (CAGR 6.0%, MDD -48.9%, exposure 63%).

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
ADX / DI 방향성
period=38, threshold=39
3.2%-16.1%0.370.202.8x29%
Donchian 채널 돌파
entryN=78, exitN=80
6.1%-52.0%0.370.126.8x3862%
EMA 크로스오버
fast=48, slow=196
6.0%-48.9%0.360.126.5x4063%
SMA 크로스오버
fast=45, slow=190
5.5%-53.5%0.340.105.6x4461%
Supertrend
period=28, mult=4.9
3.8%-57.6%0.280.073.4x6660%
볼린저 밴드 돌파
n=56, k=3.5
1.4%-20.6%0.210.071.6x165%
Keltner 채널 돌파
emaPeriod=38, atrPeriod=27, mult=4
0.9%-37.2%0.150.031.4x328%
ROC 모멘텀
n=113, threshold=-0.09
0.3%-79.5%0.150.001.1x22678%
Parabolic SAR
step=0.005, maxStep=0.14
-6.1%-94.2%-0.14-0.060.1x28654%
MACD
fast=18, slow=54, signal=19
-7.0%-93.6%-0.19-0.080.1x39049%
Buy and hold5.6%-76.8%0.330.075.7x1100%
1x 10x 1995 1999 2003 2007 2011 2015 2019 2023 Donchian 채널 돌파ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -19% -38% -58% -77% 1995 1999 2003 2007 2011 2015 2019 2023 Buy and holdDonchian 채널 돌파ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -16.1% (1994-11-30 → 1995-01-17), recovered after 105 days.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

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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