Trend-Following Backtester · Guide · backtest 한국어

equity · HK

CSPC Pharmaceutical Group Limited backtest

10 trend-following strategies were compared on the full daily history of CSPC Pharmaceutical Group Limited. 3 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 12.4%, MDD -52.3%).

Data 2003-05-13 ~ 2026-07-31daily bars 5,748 (23.2 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-07-31

Results by strategy

3 of 10 beat buy and hold (CAGR 9.3%, drawdown -79.1%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 12.4%, MDD -52.3%, Sharpe 0.53, 42% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 3.2%p higher than buy and hold, while drawdown improves by 26.9%p (CAGR 12.4%, MDD -52.3%, exposure 42%).

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=50, k=1.1
12.4%-52.3%0.530.2415.1x13542%
Supertrend
period=22, mult=4.6
11.3%-58.4%0.490.1911.9x6553%
SMA 크로스오버
fast=23, slow=70
9.9%-58.2%0.450.178.9x8552%
Donchian 채널 돌파
entryN=98, exitN=55
8.9%-61.7%0.440.147.3x3038%
Keltner 채널 돌파
emaPeriod=51, atrPeriod=14, mult=0.9
9.0%-55.7%0.430.167.3x18144%
EMA 크로스오버
fast=54, slow=201
8.0%-73.8%0.400.115.9x3050%
MACD
fast=23, slow=46, signal=13
7.6%-54.2%0.390.145.5x25951%
ROC 모멘텀
n=39, threshold=0.01
7.0%-66.6%0.370.104.8x33750%
ADX / DI 방향성
period=36, threshold=16
5.3%-54.7%0.330.103.3x10229%
Parabolic SAR
step=0.03, maxStep=0.06
3.4%-69.5%0.270.052.2x36549%
Buy and hold9.3%-79.1%0.420.127.8x1100%
1x 10x 2004 2007 2010 2013 2016 2019 2022 2025 볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -40% -59% -79% 2004 2007 2010 2013 2016 2019 2022 2025 Buy and hold볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -52.3% (2004-03-01 → 2006-11-14), recovered after 1,171 days.

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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