Trend-Following Backtester · Guide · backtest 한국어

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Astellas Pharma Inc. backtest

10 trend-following strategies were compared on the full daily history of Astellas Pharma Inc.. 0 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester.

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

0 of 10 beat buy and hold (CAGR 4.5%, drawdown -57.5%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 1.1%, MDD -7.9%, Sharpe 0.33, 3% exposure.

CAGR reference leader: EMA 크로스오버 — CAGR 2.2%, MDD -52.5%, exposure 50%.

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
Keltner 채널 돌파
emaPeriod=16, atrPeriod=27, mult=4
1.1%-7.9%0.330.151.4x123%
볼린저 밴드 돌파
n=58, k=3.5
1.6%-18.6%0.270.081.5x146%
ADX / DI 방향성
period=38, threshold=28
1.3%-10.4%0.260.131.4x62%
EMA 크로스오버
fast=98, slow=207
2.2%-52.5%0.210.041.8x2550%
ROC 모멘텀
n=358, threshold=-0.03
2.0%-54.7%0.200.041.7x11957%
Donchian 채널 돌파
entryN=66, exitN=104
1.2%-52.3%0.160.021.4x3565%
SMA 크로스오버
fast=16, slow=107
0.6%-49.0%0.120.011.2x9052%
Supertrend
period=12, mult=5
-1.0%-66.0%0.05-0.010.8x8253%
Parabolic SAR
step=0.005, maxStep=0.24
-2.6%-77.8%-0.04-0.030.5x21753%
MACD
fast=19, slow=51, signal=14
-7.5%-90.4%-0.34-0.080.1x32753%
Buy and hold4.5%-57.5%0.300.083.2x1100%
1x 2001 2005 2009 2013 2017 2021 2025 EMA 크로스오버Keltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), EMA 크로스오버 (CAGR reference), Buy and hold.
0% -14% -29% -43% -57% 2001 2005 2009 2013 2017 2021 2025 Buy and holdEMA 크로스오버Keltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -7.9% (2008-08-06 → 2012-07-06), recovered after 1,442 days.

Rules of the top strategy

Breaking above the channel top (average plus a multiple of volatility) signals an upside breakout.

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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