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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Huaneng Lancang River Hydropower Co Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of Huaneng Lancang River Hydropower Co Ltd Class A. 6 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 9.7%, MDD -29.3%).

Data 2017-12-25 ~ 2026-07-31daily bars 2,084 (8.6 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

6 of 10 beat buy and hold (CAGR 8.4%, drawdown -62.3%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 14.6%, MDD -31.7%, Sharpe 0.71, 77% exposure.

Return/drawdown alternative: Supertrend — CAGR is 6.3%p higher than buy and hold, while drawdown improves by 30.5%p (CAGR 9.7%, MDD -29.3%, exposure 58%).

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
ROC 모멘텀
n=99, threshold=-0.08
14.6%-31.7%0.710.463.2x3377%
Donchian 채널 돌파
entryN=29, exitN=61
11.2%-34.7%0.590.322.5x1769%
EMA 크로스오버
fast=32, slow=45
10.2%-37.5%0.580.272.3x2356%
Supertrend
period=19, mult=4.9
9.7%-29.3%0.550.332.2x1958%
볼린저 밴드 돌파
n=57, k=0.8
8.8%-31.6%0.530.282.1x4746%
SMA 크로스오버
fast=27, slow=155
8.6%-43.6%0.490.202.0x1963%
ADX / DI 방향성
period=48, threshold=12
6.6%-37.6%0.410.181.7x3853%
Keltner 채널 돌파
emaPeriod=36, atrPeriod=21, mult=2.5
3.4%-31.9%0.290.111.3x3829%
MACD
fast=11, slow=55, signal=24
3.3%-42.0%0.260.081.3x8151%
Parabolic SAR
step=0.02, maxStep=0.38
-1.6%-50.8%0.03-0.030.9x17449%
Buy and hold8.4%-62.3%0.430.132.0x1100%
1x 2018 2020 2022 2024 2026 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -16% -31% -47% -62% 2018 2020 2022 2024 2026 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -31.7% (2021-09-30 → 2022-12-20), recovered after 889 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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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