Trend-Following Backtester · Guide · backtest 한국어

equity · CN

CITIC Securities Co. Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of CITIC Securities Co. Ltd. Class A. 0 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Donchian 채널 돌파 (CAGR 14.1%, MDD -54.6%).

Data 2003-01-06 ~ 2026-07-31daily bars 5,779 (23.6 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 14.5%, drawdown -76.1%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 13.4%, MDD -52.4%, Sharpe 0.65, 28% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 14.1%, MDD -54.6%, exposure 43%.

Return/drawdown alternative: Donchian 채널 돌파 — CAGR is 1.1%p lower than buy and hold, while drawdown improves by 23.7%p (CAGR 14.1%, MDD -54.6%, exposure 43%).

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=17, k=2.1
13.4%-52.4%0.650.2619.3x20628%
Donchian 채널 돌파
entryN=116, exitN=73
14.1%-54.6%0.620.2622.5x2643%
Keltner 채널 돌파
emaPeriod=13, atrPeriod=11, mult=2.2
10.1%-40.8%0.600.259.7x9613%
Supertrend
period=10, mult=2
13.9%-58.8%0.600.2421.4x24747%
Parabolic SAR
step=0.015, maxStep=0.1
12.0%-57.6%0.530.2114.6x35250%
ADX / DI 방향성
period=26, threshold=38
6.5%-26.2%0.520.254.4x165%
MACD
fast=7, slow=22, signal=16
11.2%-61.8%0.510.1812.3x41651%
SMA 크로스오버
fast=42, slow=122
11.0%-71.2%0.510.1611.8x6150%
EMA 크로스오버
fast=50, slow=130
10.2%-69.6%0.480.159.9x4351%
ROC 모멘텀
n=106, threshold=0.04
7.1%-76.8%0.390.095.0x23044%
Buy and hold14.5%-76.1%0.540.1924.3x1100%
1x 10x 2004 2007 2010 2013 2016 2019 2022 2025 Donchian 채널 돌파볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -19% -38% -57% -76% 2004 2007 2010 2013 2016 2019 2022 2025 Buy and holdDonchian 채널 돌파볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -52.4% (2015-01-07 → 2019-01-14), recovered after 2,007 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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