Trend-Following Backtester · Guide · backtest 한국어

equity · CN

China XD Electric Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of China XD Electric Co., Ltd. Class A. 8 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 12.1%, MDD -37.2%).

Data 2010-01-28 ~ 2026-07-31daily bars 4,006 (16.5 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

8 of 10 beat buy and hold (CAGR 3.3%, drawdown -77.9%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 12.1%, MDD -37.2%, Sharpe 0.60, 24% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 8.8%p higher than buy and hold, while drawdown improves by 40.8%p (CAGR 12.1%, MDD -37.2%, exposure 24%).

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=2.6
12.1%-37.2%0.600.326.6x4024%
Keltner 채널 돌파
emaPeriod=57, atrPeriod=10, mult=2.3
11.5%-37.8%0.560.306.0x4827%
SMA 크로스오버
fast=43, slow=99
10.5%-52.1%0.490.205.2x4045%
Donchian 채널 돌파
entryN=103, exitN=17
8.1%-40.3%0.460.203.6x3018%
EMA 크로스오버
fast=34, slow=91
8.4%-52.1%0.420.163.8x3244%
Supertrend
period=15, mult=4.9
7.1%-64.3%0.380.113.1x4050%
MACD
fast=29, slow=74, signal=24
6.6%-68.7%0.370.102.9x10654%
ADX / DI 방향성
period=36, threshold=27
5.1%-57.4%0.370.092.3x129%
ROC 모멘텀
n=125, threshold=0.09
3.0%-64.0%0.250.051.6x8832%
Parabolic SAR
step=0.015, maxStep=0.12
-0.9%-73.5%0.11-0.010.9x26147%
Buy and hold3.3%-77.9%0.280.041.7x1100%
1x 2011 2013 2015 2017 2019 2021 2023 2025 볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -39% -58% -78% 2011 2013 2015 2017 2019 2021 2023 2025 Buy and hold볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -37.2% (2020-04-17 → 2021-07-27), recovered after 1,461 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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