Trend-Following Backtester · Guide · backtest 한국어

equity · NL

Koninklijke Philips N.V. backtest

10 trend-following strategies were compared on the full daily history of Koninklijke Philips N.V.. 0 beat buy-and-hold CAGR; SMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 6.8%, MDD -47.1%).

Data 1995-03-27 ~ 2026-07-30daily bars 8,078 (31.3 years)Costs 0.5%Venue EURONEXTMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 8.8%, drawdown -80.9%).

Sharpe leader (same as main): SMA 크로스오버 — CAGR 6.6%, MDD -48.6%, Sharpe 0.38, 55% exposure.

CAGR reference leader: Supertrend — CAGR 7.7%, MDD -72.8%, exposure 54%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 2.2%p lower than buy and hold, while drawdown improves by 32.2%p (CAGR 6.8%, MDD -47.1%, exposure 14%).

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
SMA 크로스오버
fast=34, slow=193
6.6%-48.6%0.380.147.4x5055%
Donchian 채널 돌파
entryN=115, exitN=76
5.1%-37.9%0.330.134.7x3848%
EMA 크로스오버
fast=13, slow=159
4.9%-52.3%0.320.094.5x9256%
Supertrend
period=13, mult=4.7
7.7%-72.8%0.260.1110.1x11154%
ROC 모멘텀
n=125, threshold=-0.02
2.9%-62.3%0.240.052.5x25859%
볼린저 밴드 돌파
n=54, k=3.2
6.8%-47.1%0.230.157.9x3414%
Keltner 채널 돌파
emaPeriod=56, atrPeriod=22, mult=3
5.0%-70.5%0.200.074.7x11233%
ADX / DI 방향성
period=34, threshold=27
5.4%-27.2%0.200.205.2x205%
Parabolic SAR
step=0.005, maxStep=0.18
-2.4%-97.7%0.10-0.020.5x28654%
MACD
fast=22, slow=55, signal=18
-3.1%-98.0%0.08-0.030.4x35651%
Buy and hold8.8%-80.9%0.310.1113.9x1100%
1x 10x 1996 2000 2004 2008 2012 2016 2020 2024 SupertrendSMA 크로스오버Buy and hold
SMA 크로스오버 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -20% -40% -61% -81% 1996 2000 2004 2008 2012 2016 2020 2024 Buy and holdSupertrendSMA 크로스오버
SMA 크로스오버 maximum drawdown -48.6% (1997-10-03 → 1999-02-18), recovered after 833 days.

Rules of the top strategy

When the short average rises above the long average, it reads that as an uptrend starting.

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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