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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

China National Software & Service Company Limited Class A backtest

10 trend-following strategies were compared on the full daily history of China National Software & Service Company Limited Class A. 8 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 9.9%, MDD -54.9%).

Data 2002-05-17 ~ 2026-07-31daily bars 5,945 (24.2 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

8 of 10 beat buy and hold (CAGR 8.1%, drawdown -82.0%).

Sharpe leader (same as main): MACD — CAGR 16.1%, MDD -68.5%, Sharpe 0.59, 50% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 8.0%p higher than buy and hold, while drawdown improves by 13.5%p (CAGR 9.9%, MDD -54.9%, exposure 21%).

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
MACD
fast=8, slow=24, signal=12
16.1%-68.5%0.590.2437.1x44950%
Donchian 채널 돌파
entryN=90, exitN=51
14.4%-58.1%0.570.2526.1x3038%
볼린저 밴드 돌파
n=18, k=2.3
10.4%-55.5%0.490.1910.9x18824%
ROC 모멘텀
n=95, threshold=0.24
9.9%-54.9%0.470.189.8x15221%
Parabolic SAR
step=0.01, maxStep=0.2
10.8%-70.5%0.470.1512.0x29246%
SMA 크로스오버
fast=54, slow=206
10.5%-68.9%0.460.1511.1x3445%
Supertrend
period=28, mult=1.6
9.6%-66.9%0.440.149.3x36443%
EMA 크로스오버
fast=55, slow=197
9.1%-68.9%0.420.138.2x3048%
Keltner 채널 돌파
emaPeriod=34, atrPeriod=8, mult=3.4
6.7%-42.2%0.390.164.8x5214%
ADX / DI 방향성
period=20, threshold=28
4.4%-48.9%0.300.092.8x6815%
Buy and hold8.1%-82.0%0.410.106.5x1100%
1x 10x 2003 2006 2009 2012 2015 2018 2021 2024 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -41% -61% -82% 2003 2006 2009 2012 2015 2018 2021 2024 Buy and holdMACD
MACD maximum drawdown -68.5% (2020-07-09 → 2022-04-26), prior peak not yet recovered.

Rules of the top strategy

Looks at the gap (MACD) between a short and long average crossing its own signal line.

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 setupMore CN assetsAll asset reports

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