Trend-Following Backtester · Guide · backtest 한국어

etf · CN

China Southern CSI 1000 Exchange Traded Fund backtest

10 trend-following strategies were compared on the full daily history of China Southern CSI 1000 Exchange Traded Fund. 0 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Parabolic SAR (CAGR 10.4%, MDD -31.4%).

Data 2016-09-29 ~ 2026-07-31daily bars 2,369 (9.8 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 11.2%, drawdown -51.0%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 6.4%, MDD -12.9%, Sharpe 0.68, 10% exposure.

CAGR reference leader: Parabolic SAR — CAGR 10.4%, MDD -31.4%, exposure 52%.

Return/drawdown alternative: Parabolic SAR — CAGR is 4.8%p lower than buy and hold, while drawdown improves by 38.1%p (CAGR 10.4%, MDD -31.4%, 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
볼린저 밴드 돌파
n=23, k=2.4
6.4%-12.9%0.680.501.8x1810%
Keltner 채널 돌파
emaPeriod=34, atrPeriod=17, mult=2.5
5.2%-16.7%0.460.311.6x3224%
Parabolic SAR
step=0.005, maxStep=0.2
10.4%-31.4%0.330.332.6x8052%
SMA 크로스오버
fast=17, slow=208
4.1%-22.3%0.330.191.5x1250%
ROC 모멘텀
n=162, threshold=0
4.2%-22.6%0.330.181.5x3850%
Donchian 채널 돌파
entryN=45, exitN=58
3.7%-27.9%0.300.131.4x1847%
ADX / DI 방향성
period=33, threshold=38
0.4%-3.7%0.290.121.0x22%
EMA 크로스오버
fast=16, slow=197
3.1%-26.8%0.270.121.3x1853%
Supertrend
period=18, mult=4.4
-0.3%-28.8%0.08-0.011.0x3856%
MACD
fast=12, slow=24, signal=18
-1.7%-55.7%-0.03-0.030.8x13250%
Buy and hold11.2%-51.0%0.360.222.8x1100%
1x 2017 2019 2021 2023 2025 Parabolic SAR볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), Parabolic SAR (CAGR reference), Buy and hold.
0% -13% -25% -38% -51% 2017 2019 2021 2023 2025 Buy and holdParabolic SAR볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -12.9% (2024-10-08 → 2024-10-11), recovered after 28 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

Read next