Trend-Following Backtester · Guide · backtest 한국어

equity · PT

NOS SGPS SA backtest

10 trend-following strategies were compared on the full daily history of NOS SGPS SA. 10 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 3.9%, MDD -30.8%).

Data 2000-01-03 ~ 2026-07-31daily bars 6,836 (26.6 years)Costs 0.5%Venue EURONEXTMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR -6.5%, drawdown -97.4%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 3.9%, MDD -30.8%, Sharpe 0.47, 7% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 5.2%, MDD -50.7%, exposure 50%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 10.4%p higher than buy and hold, while drawdown improves by 66.7%p (CAGR 3.9%, MDD -30.8%, exposure 7%).

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
볼린저 밴드 돌파
n=10, k=2.6
3.9%-30.8%0.470.132.8x827%
Keltner 채널 돌파
emaPeriod=15, atrPeriod=22, mult=2.7
4.6%-46.2%0.450.103.3x8012%
SMA 크로스오버
fast=32, slow=115
5.2%-50.7%0.370.103.9x5850%
EMA 크로스오버
fast=26, slow=206
4.7%-46.2%0.370.103.4x3745%
Supertrend
period=19, mult=5
5.2%-61.4%0.350.083.8x7450%
Donchian 채널 돌파
entryN=69, exitN=75
4.2%-48.1%0.310.093.0x3852%
ADX / DI 방향성
period=13, threshold=33
2.5%-49.7%0.260.051.9x14015%
ROC 모멘텀
n=141, threshold=0.07
2.1%-48.7%0.220.041.8x18135%
Parabolic SAR
step=0.015, maxStep=0.28
-1.2%-83.6%0.04-0.010.7x44851%
MACD
fast=19, slow=29, signal=19
-3.3%-82.1%-0.07-0.040.4x30250%
Buy and hold-6.5%-97.4%-0.07-0.070.2x1100%
0.1 1x 2001 2005 2009 2013 2017 2021 2025 SMA 크로스오버볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -24% -49% -73% -97% 2001 2005 2009 2013 2017 2021 2025 Buy and holdSMA 크로스오버볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -30.8% (2015-03-24 → 2025-11-04), prior peak not yet recovered.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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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