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Trend-Following Backtester · Guide · backtest 한국어

equity · SG

CapitaLand Integrated Commercial Trust backtest

10 trend-following strategies were compared on the full daily history of CapitaLand Integrated Commercial Trust. 5 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR -0.1%, MDD -3.5%).

Data 2007-11-05 ~ 2026-08-31daily bars 4,725 (18.8 years)Costs 0.5%Venue SGXMonthly snapshot 2026-08-31

Results by strategy

5 of 10 beat buy and hold (CAGR -0.9%, drawdown -68.0%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 2.1%, MDD -45.4%, Sharpe 0.20, 93% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 3.0%p higher than buy and hold, while drawdown improves by 22.6%p (CAGR -0.1%, MDD -3.5%, exposure 1%).

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
ROC 모멘텀
n=72, threshold=-0.14
2.1%-45.4%0.200.051.5x4193%
SMA 크로스오버
fast=53, slow=184
1.1%-31.1%0.150.041.2x2955%
볼린저 밴드 돌파
n=19, k=3.5
0.1%-4.1%0.060.021.0x21%
EMA 크로스오버
fast=73, slow=136
-1.0%-40.4%-0.01-0.030.8x3156%
Donchian 채널 돌파
entryN=62, exitN=69
-1.2%-44.6%-0.02-0.030.8x3153%
Supertrend
period=23, mult=5
-2.4%-56.1%-0.07-0.040.6x4356%
Keltner 채널 돌파
emaPeriod=33, atrPeriod=9, mult=4
-0.1%-3.5%-0.07-0.021.0x21%
ADX / DI 방향성
period=38, threshold=26
-0.2%-7.4%-0.07-0.031.0x42%
MACD
fast=13, slow=29, signal=17
-9.5%-87.1%-0.50-0.110.2x27451%
Parabolic SAR
step=0.02, maxStep=0.28
-9.5%-86.4%-0.52-0.110.2x37253%
Buy and hold-0.9%-68.0%0.08-0.010.8x1100%
1x 2008 2011 2014 2017 2020 2023 2026 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -17% -34% -51% -68% 2008 2011 2014 2017 2020 2023 2026 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -45.4% (2019-07-05 → 2023-10-23), prior peak not yet recovered.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

Method and caveats

Past performance does not guarantee future returns. Parameters were carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore SG assetsAll asset reports

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