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Trend-Following Backtester · Guide · backtest 한국어

etf · CA

Vanguard Morningstar U.S. Total Market Index ETF Trust Units backtest

10 trend-following strategies were compared on the full daily history of Vanguard Morningstar U.S. Total Market Index ETF Trust Units. 0 beat buy-and-hold CAGR; Donchian 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Donchian 채널 돌파 (CAGR 13.2%, MDD -20.0%).

Data 2013-08-12 ~ 2026-08-31daily bars 3,276 (13.1 years)Costs 0.5%Venue TSXMonthly snapshot 2026-08-31

Results by strategy

0 of 10 beat buy and hold (CAGR 14.4%, drawdown -28.2%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 13.2%, MDD -20.0%, Sharpe 1.04, 92% exposure.

CAGR reference leader: ROC 모멘텀 — CAGR 13.6%, MDD -24.9%, exposure 99%. It is hold-like at 95%+ exposure and is not used as the featured strategy.

Return/drawdown alternative: Donchian 채널 돌파 — CAGR is 1.1%p lower than buy and hold, while drawdown improves by 8.2%p (CAGR 13.2%, MDD -20.0%, exposure 92%).

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
Donchian 채널 돌파
entryN=16, exitN=79
13.2%-20.0%1.040.665.1x1992%
ROC 모멘텀
Hold-like · Exposure 99%
n=15, threshold=-0.1
13.6%-24.9%0.970.545.3x1399%
EMA 크로스오버
fast=18, slow=70
10.1%-18.2%0.910.553.5x3778%
SMA 크로스오버
fast=11, slow=118
9.2%-17.4%0.850.533.2x3375%
Supertrend
period=22, mult=4.5
7.8%-19.2%0.790.412.7x5768%
Parabolic SAR
step=0.005, maxStep=0.32
4.1%-21.7%0.450.191.7x12365%
볼린저 밴드 돌파
n=49, k=1.1
3.7%-22.5%0.440.161.6x9660%
Keltner 채널 돌파
emaPeriod=59, atrPeriod=19, mult=1.2
3.9%-23.0%0.430.171.6x10767%
ADX / DI 방향성
period=26, threshold=33
0.2%-2.1%0.230.111.0x21%
MACD
fast=18, slow=58, signal=15
0.2%-26.2%0.070.011.0x16452%
Buy and hold14.4%-28.2%0.920.515.8x1100%
1x 2014 2016 2018 2020 2022 2024 2026 ROC 모멘텀Donchian 채널 돌파Buy and hold
Donchian 채널 돌파 (Sharpe leader), ROC 모멘텀 (CAGR reference), Buy and hold.
0% -7% -14% -21% -28% 2014 2016 2018 2020 2022 2024 2026 Buy and holdROC 모멘텀Donchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -20.0% (2021-12-29 → 2022-07-13), recovered after 761 days.

Rules of the top strategy

A new high means a trend starting; a new low means it’s over (turtle-trading style).

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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