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Trend-Following Backtester · Guide · backtest 한국어

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Global X MSCI Colombia ETF backtest

10 trend-following strategies were compared on the full daily history of Global X MSCI Colombia ETF. 7 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 6.5%, MDD -33.3%).

Data 2009-02-09 ~ 2026-09-30daily bars 4,438 (17.6 years)Costs 0.5%Venue XASEMonthly snapshot 2026-09-30

Results by strategy

7 of 10 beat buy and hold (CAGR 2.4%, drawdown -83.1%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 6.5%, MDD -33.3%, Sharpe 0.53, 43% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 7.5%, MDD -39.4%, exposure 62%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 4.1%p higher than buy and hold, while drawdown improves by 49.8%p (CAGR 6.5%, MDD -33.3%, exposure 43%).

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=38, atrPeriod=8, mult=1.3
6.5%-33.3%0.530.193.0x13243%
Donchian 채널 돌파
entryN=34, exitN=53
7.5%-39.4%0.510.193.6x4362%
볼린저 밴드 돌파
n=44, k=1
6.0%-33.5%0.490.182.8x11844%
SMA 크로스오버
fast=37, slow=47
6.0%-50.7%0.440.122.8x12355%
Supertrend
period=14, mult=3.6
5.5%-37.2%0.420.152.6x11453%
ROC 모멘텀
n=69, threshold=-0.01
4.2%-51.3%0.340.082.1x15759%
EMA 크로스오버
fast=53, slow=57
3.1%-65.9%0.280.051.7x4356%
ADX / DI 방향성
period=19, threshold=31
1.1%-25.6%0.240.041.2x266%
Parabolic SAR
step=0.015, maxStep=0.18
1.0%-49.7%0.150.021.2x30453%
MACD
fast=14, slow=30, signal=5
0.9%-60.7%0.140.011.2x35450%
Buy and hold2.4%-83.1%0.220.031.5x1100%
1x 2010 2013 2016 2019 2022 2025 Donchian 채널 돌파Keltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -21% -42% -62% -83% 2010 2013 2016 2019 2022 2025 Buy and holdDonchian 채널 돌파Keltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -33.3% (2016-04-20 → 2017-08-24), recovered after 3,563 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 120 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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