Trend-Following Backtester · Guide · backtest 한국어

equity · CN

China Railway Group Limited Class A backtest

10 trend-following strategies were compared on the full daily history of China Railway Group Limited Class A. 10 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 6.2%, MDD -18.5%).

Data 2007-12-03 ~ 2026-07-31daily bars 4,534 (18.7 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR -3.0%, drawdown -81.6%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 11.2%, MDD -27.5%, Sharpe 0.72, 9% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 14.2%p higher than buy and hold, while drawdown improves by 54.1%p (CAGR 6.2%, MDD -18.5%, exposure 2%).

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
ADX / DI 방향성
period=20, threshold=33
11.2%-27.5%0.720.417.3x289%
Keltner 채널 돌파
emaPeriod=9, atrPeriod=19, mult=4
6.2%-18.5%0.620.343.1x102%
Donchian 채널 돌파
entryN=156, exitN=11
7.9%-32.4%0.600.244.1x207%
볼린저 밴드 돌파
n=20, k=3.5
6.4%-37.0%0.590.173.2x164%
ROC 모멘텀
n=4, threshold=0.13
3.7%-24.7%0.420.152.0x582%
Supertrend
period=5, mult=3.6
5.1%-68.5%0.330.072.5x7554%
SMA 크로스오버
fast=49, slow=123
4.3%-58.3%0.300.072.2x5238%
EMA 크로스오버
fast=49, slow=167
1.6%-79.1%0.190.021.3x3629%
MACD
fast=16, slow=33, signal=13
1.2%-64.2%0.180.021.2x22952%
Parabolic SAR
step=0.01, maxStep=0.14
-0.6%-74.5%0.10-0.010.9x21745%
Buy and hold-3.0%-81.6%0.09-0.040.6x1100%
1x 2008 2011 2014 2017 2020 2023 2026 ADX / DI 방향성Buy and hold
ADX / DI 방향성: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -41% -61% -82% 2008 2011 2014 2017 2020 2023 2026 Buy and holdADX / DI 방향성
ADX / DI 방향성 maximum drawdown -27.5% (2016-11-29 → 2022-01-14), recovered after 2,327 days.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

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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