SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · CN

China Shipbuilding Industry Group Power Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of China Shipbuilding Industry Group Power Co., Ltd. Class A. 1 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 9.7%, MDD -67.1%).

Data 2004-07-14 ~ 2026-07-31daily bars 5,382 (22.0 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

1 of 10 beat buy and hold (CAGR 11.5%, drawdown -86.6%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 8.5%, MDD -39.7%, Sharpe 0.54, 10% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 11.6%, MDD -73.1%, exposure 52%.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 3.0%p lower than buy and hold, while drawdown improves by 46.8%p (CAGR 9.7%, MDD -67.1%, exposure 37%).

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=31, atrPeriod=11, mult=3.8
8.5%-39.7%0.540.216.0x2610%
SMA 크로스오버
fast=22, slow=222
11.6%-73.1%0.490.1611.3x4952%
ROC 모멘텀
n=140, threshold=0.11
9.7%-67.1%0.460.147.6x16937%
Donchian 채널 돌파
entryN=101, exitN=9
8.1%-55.3%0.450.155.6x6417%
EMA 크로스오버
fast=49, slow=138
9.6%-75.6%0.440.137.5x4352%
ADX / DI 방향성
period=13, threshold=23
8.3%-73.2%0.430.115.8x19033%
Supertrend
period=11, mult=3.4
7.3%-84.3%0.380.094.7x11852%
볼린저 밴드 돌파
n=70, k=1.4
7.1%-71.9%0.380.104.5x9634%
MACD
fast=24, slow=48, signal=19
6.3%-75.5%0.360.083.9x20452%
Parabolic SAR
step=0.01, maxStep=0.26
3.2%-75.8%0.260.042.0x28048%
Buy and hold11.5%-86.6%0.470.1311.1x1100%
1x 10x 2005 2008 2011 2014 2017 2020 2023 2026 SMA 크로스오버Keltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -22% -43% -65% -87% 2005 2008 2011 2014 2017 2020 2023 2026 Buy and holdSMA 크로스오버Keltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -39.7% (2007-10-15 → 2009-03-02), recovered after 526 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 carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore CN assetsAll asset reports

Read next