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Trend-Following Backtester · Guide · backtest 한국어

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WisdomTree U.S. MidCap Dividend Fund backtest

10 trend-following strategies were compared on the full daily history of WisdomTree U.S. MidCap Dividend Fund. 0 beat buy-and-hold CAGR; SMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is SMA 크로스오버 (CAGR 6.0%, MDD -26.5%).

Data 2006-06-16 ~ 2026-07-31daily bars 5,062 (20.1 years)Costs 0.5%Venue XASEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 6.3%, drawdown -64.4%).

Sharpe leader (same as main): SMA 크로스오버 — CAGR 6.0%, MDD -26.5%, Sharpe 0.52, 69% exposure.

CAGR reference leader: ROC 모멘텀 — CAGR 6.1%, MDD -39.5%, exposure 94%.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 0.3%p lower than buy and hold, while drawdown improves by 37.9%p (CAGR 6.0%, MDD -26.5%, exposure 69%).

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
SMA 크로스오버
fast=33, slow=202
6.0%-26.5%0.520.233.2x2169%
EMA 크로스오버
fast=53, slow=146
5.3%-24.4%0.470.222.8x2170%
Donchian 채널 돌파
entryN=73, exitN=79
4.8%-29.9%0.440.162.6x2969%
ROC 모멘텀
n=83, threshold=-0.15
6.1%-39.5%0.430.153.3x2794%
볼린저 밴드 돌파
n=63, k=3.1
1.1%-5.0%0.380.231.3x23%
Supertrend
period=22, mult=5
2.6%-31.0%0.260.081.7x7766%
ADX / DI 방향성
period=31, threshold=26
0.2%-8.0%0.100.021.0x21%
Parabolic SAR
step=0.005, maxStep=0.38
-1.2%-41.9%-0.01-0.030.8x18262%
Keltner 채널 돌파
emaPeriod=58, atrPeriod=11, mult=1.3
-1.1%-46.0%-0.04-0.020.8x16956%
MACD
fast=21, slow=58, signal=21
-2.9%-52.0%-0.15-0.060.6x21551%
Buy and hold6.3%-64.4%0.390.103.4x1100%
1x 2007 2010 2013 2016 2019 2022 2025 ROC 모멘텀SMA 크로스오버Buy and hold
SMA 크로스오버 (Sharpe leader), ROC 모멘텀 (CAGR reference), Buy and hold.
0% -16% -32% -48% -64% 2007 2010 2013 2016 2019 2022 2025 Buy and holdROC 모멘텀SMA 크로스오버
SMA 크로스오버 maximum drawdown -26.5% (2018-08-29 → 2020-03-09), recovered after 922 days.

Rules of the top strategy

When the short average rises above the long average, it reads that as an uptrend starting.

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.
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