Trend-Following Backtester · Guide · backtest 한국어

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Nokia Oyj backtest

10 trend-following strategies were compared on the full daily history of Nokia Oyj. 8 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 2.2%, MDD -22.6%).

Data 2000-01-03 ~ 2026-07-31daily bars 6,745 (26.6 years)Costs 0.5%Venue OMXHEXMonthly snapshot 2026-07-31

Results by strategy

8 of 10 beat buy and hold (CAGR -6.5%, drawdown -97.9%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 2.2%, MDD -22.6%, Sharpe 0.27, 3% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 2.4%, MDD -59.4%, exposure 29%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 8.7%p higher than buy and hold, while drawdown improves by 75.3%p (CAGR 2.2%, MDD -22.6%, exposure 3%).

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=14, atrPeriod=24, mult=3.5
2.2%-22.6%0.270.101.8x203%
ADX / DI 방향성
period=20, threshold=34
2.2%-26.6%0.270.081.8x264%
Donchian 채널 돌파
entryN=106, exitN=44
2.4%-59.4%0.210.041.9x4029%
볼린저 밴드 돌파
n=31, k=2.9
1.8%-35.4%0.200.051.6x5812%
Supertrend
period=11, mult=4.7
1.6%-78.3%0.200.021.5x9448%
SMA 크로스오버
fast=38, slow=154
-0.4%-71.3%0.11-0.000.9x5145%
EMA 크로스오버
fast=52, slow=179
-0.1%-61.9%0.11-0.001.0x3739%
ROC 모멘텀
n=29, threshold=0.21
-0.4%-46.4%0.04-0.010.9x1506%
MACD
fast=12, slow=27, signal=16
-8.0%-96.9%-0.12-0.080.1x40652%
Parabolic SAR
step=0.04, maxStep=0.04
-8.3%-97.3%-0.15-0.090.1x31851%
Buy and hold-6.5%-97.9%0.06-0.070.2x1100%
0.1 1x 2001 2005 2009 2013 2017 2021 2025 Donchian 채널 돌파Keltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -24% -49% -73% -98% 2001 2005 2009 2013 2017 2021 2025 Buy and holdDonchian 채널 돌파Keltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -22.6% (2013-10-01 → 2021-05-04), recovered after 4,406 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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