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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Beijing GeoEnviron Engineering & Technology, Inc. Class A backtest

10 trend-following strategies were compared on the full daily history of Beijing GeoEnviron Engineering & Technology, Inc. Class A. 4 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 11.8%, MDD -44.1%).

Data 2014-12-29 ~ 2026-08-31daily bars 2,835 (11.7 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

4 of 10 beat buy and hold (CAGR 11.7%, drawdown -77.0%).

Sharpe leader (same as main): Supertrend — CAGR 19.3%, MDD -50.4%, Sharpe 0.76, 47% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 7.6%p higher than buy and hold, while drawdown improves by 26.6%p (CAGR 11.8%, MDD -44.1%, exposure 52%).

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
Supertrend
period=30, mult=1.4
19.3%-50.4%0.760.387.8x18747%
Parabolic SAR
step=0.02, maxStep=0.06
18.6%-54.2%0.720.347.3x14748%
볼린저 밴드 돌파
n=15, k=1.1
12.1%-48.7%0.560.253.8x16938%
ROC 모멘텀
n=147, threshold=-0.04
11.8%-44.1%0.520.273.7x7752%
ADX / DI 방향성
period=29, threshold=33
6.0%-31.3%0.510.192.0x65%
SMA 크로스오버
fast=7, slow=27
11.1%-57.3%0.500.193.4x10349%
Keltner 채널 돌파
emaPeriod=29, atrPeriod=21, mult=1.2
8.7%-52.0%0.460.172.7x9933%
MACD
fast=6, slow=57, signal=17
9.1%-55.2%0.450.172.8x16552%
EMA 크로스오버
fast=59, slow=173
7.0%-71.4%0.380.102.2x1745%
Donchian 채널 돌파
entryN=11, exitN=59
3.1%-83.7%0.280.041.4x3783%
Buy and hold11.7%-77.0%0.480.153.6x1100%
1x 2015 2017 2019 2021 2023 2025 SupertrendBuy and hold
Supertrend: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -39% -58% -77% 2015 2017 2019 2021 2023 2025 Buy and holdSupertrend
Supertrend maximum drawdown -50.4% (2015-06-04 → 2019-02-01), recovered after 3,624 days.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above price.

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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