Trend-Following Backtester · Guide · backtest 한국어

etf · HK

Hang Seng Invt. Series - Hang Seng TECH Index ETF backtest

10 trend-following strategies were compared on the full daily history of Hang Seng Invt. Series - Hang Seng TECH Index ETF. 10 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 4.9%, MDD -19.9%).

Data 2020-09-02 ~ 2026-07-31daily bars 1,451 (5.9 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR -8.1%, drawdown -74.5%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 4.9%, MDD -19.9%, Sharpe 0.43, 6% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 6.4%, MDD -30.9%, exposure 39%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 13.0%p higher than buy and hold, while drawdown improves by 54.7%p (CAGR 4.9%, MDD -19.9%, exposure 6%).

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=31, k=3.1
4.9%-19.9%0.430.251.3x66%
Donchian 채널 돌파
entryN=21, exitN=17
6.4%-30.9%0.390.211.4x2639%
Keltner 채널 돌파
emaPeriod=19, atrPeriod=22, mult=3.8
3.0%-21.1%0.300.141.2x64%
MACD
fast=12, slow=44, signal=24
3.3%-58.1%0.260.061.2x4947%
Parabolic SAR
step=0.005, maxStep=0.22
3.1%-54.1%0.250.061.2x4346%
Supertrend
period=29, mult=4.9
1.3%-33.3%0.180.041.1x1634%
ROC 모멘텀
n=144, threshold=0.08
1.3%-28.1%0.170.051.1x4826%
EMA 크로스오버
fast=15, slow=158
0.5%-29.1%0.130.021.0x1231%
SMA 크로스오버
fast=13, slow=208
-0.5%-38.4%0.09-0.011.0x1234%
ADX / DI 방향성
period=10, threshold=30
-2.0%-33.4%-0.06-0.060.9x3811%
Buy and hold-8.1%-74.5%-0.03-0.110.6x1100%
1x 2021 2022 2023 2024 2025 2026 Donchian 채널 돌파볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -19% -37% -56% -75% 2021 2022 2023 2024 2025 2026 Buy and holdDonchian 채널 돌파볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -19.9% (2024-10-07 → 2024-10-17), recovered after 142 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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