Trend-Following Backtester · Guide · backtest 한국어

equity · HK

Wharf Real Estate Investment Company Limited backtest

10 trend-following strategies were compared on the full daily history of Wharf Real Estate Investment Company Limited. 9 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 0.8%, MDD -8.1%).

Data 2017-11-15 ~ 2026-07-31daily bars 2,140 (8.7 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR -7.1%, drawdown -73.7%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 2.1%, MDD -24.7%, Sharpe 0.22, 15% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 9.1%p higher than buy and hold, while drawdown improves by 49.0%p (CAGR 0.8%, MDD -8.1%, exposure 4%).

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
Keltner 채널 돌파
emaPeriod=32, atrPeriod=13, mult=2.7
2.1%-24.7%0.220.081.2x2115%
ADX / DI 방향성
period=15, threshold=37
0.8%-8.1%0.170.101.1x84%
볼린저 밴드 돌파
n=38, k=2.5
0.7%-30.2%0.120.021.1x2217%
Donchian 채널 돌파
entryN=77, exitN=9
0.6%-25.4%0.110.021.1x2213%
Supertrend
period=22, mult=2.1
-1.6%-53.5%0.05-0.030.9x8949%
EMA 크로스오버
fast=34, slow=199
-2.2%-34.9%-0.06-0.060.8x1131%
SMA 크로스오버
fast=47, slow=71
-4.3%-53.0%-0.10-0.080.7x3843%
MACD
fast=21, slow=57, signal=23
-4.9%-68.0%-0.10-0.070.6x7148%
ROC 모멘텀
n=109, threshold=0.03
-3.9%-39.6%-0.12-0.100.7x7034%
Parabolic SAR
step=0.035, maxStep=0.22
-12.5%-76.2%-0.47-0.160.3x25750%
Buy and hold-7.1%-73.7%-0.06-0.100.5x1100%
1x 2018 2020 2022 2024 2026 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -18% -37% -55% -74% 2018 2020 2022 2024 2026 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -24.7% (2019-04-01 → 2020-07-09), recovered after 687 days.

Rules of the top strategy

Breaking above the channel top (average plus a multiple of volatility) signals an upside breakout.

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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