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Trend-Following Backtester · Guide · backtest 한국어

etf · CA

TD Global Technology Leaders Index ETF backtest

10 trend-following strategies were compared on the full daily history of TD Global Technology Leaders Index ETF. 0 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is SMA 크로스오버 (CAGR 18.7%, MDD -25.0%).

Data 2019-05-09 ~ 2026-08-31daily bars 1,835 (7.3 years)Costs 0.5%Venue TSXMonthly snapshot 2026-08-31

Results by strategy

0 of 10 beat buy and hold (CAGR 21.4%, drawdown -35.5%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 14.4%, MDD -16.7%, Sharpe 1.16, 50% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 18.7%, MDD -25.0%, exposure 71%.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 6.9%p lower than buy and hold, while drawdown improves by 18.8%p (CAGR 18.7%, MDD -25.0%, exposure 71%).

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=41, atrPeriod=10, mult=2.5
14.4%-16.7%1.160.872.7x3450%
Donchian 채널 돌파
entryN=23, exitN=11
14.7%-17.8%1.100.832.7x5056%
Supertrend
period=21, mult=4
14.8%-25.1%1.080.592.7x3760%
SMA 크로스오버
fast=34, slow=215
18.7%-25.0%1.040.753.5x771%
ADX / DI 방향성
period=28, threshold=14
12.9%-13.1%1.000.982.4x5250%
EMA 크로스오버
fast=45, slow=120
18.3%-25.0%1.000.733.4x974%
Parabolic SAR
step=0.035, maxStep=0.04
15.0%-22.2%0.990.682.8x6967%
볼린저 밴드 돌파
n=36, k=1.8
11.4%-12.0%0.960.952.2x3848%
ROC 모멘텀
n=57, threshold=-0.03
12.1%-36.9%0.760.332.3x6178%
MACD
fast=23, slow=45, signal=19
7.9%-32.2%0.630.251.7x6849%
Buy and hold21.4%-35.5%0.940.604.1x1100%
1x 2020 2021 2022 2023 2024 2025 2026 SMA 크로스오버Keltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -9% -18% -27% -35% 2020 2021 2022 2023 2024 2025 2026 Buy and holdSMA 크로스오버Keltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -16.7% (2020-09-02 → 2020-12-10), recovered after 940 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.
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