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Trend-Following Backtester · Guide · backtest 한국어

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Deka MSCI World Climate Change ESG CTB UCITS ETF Units backtest

10 trend-following strategies were compared on the full daily history of Deka MSCI World Climate Change ESG CTB UCITS ETF Units. 0 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is MACD (CAGR 11.4%, MDD -12.5%).

Data 2020-06-19 ~ 2026-09-30daily bars 1,602 (6.3 years)Costs 0.5%Venue XETRMonthly snapshot 2026-09-30

Results by strategy

0 of 10 beat buy and hold (CAGR 15.2%, drawdown -24.0%).

Sharpe leader (same as main): MACD — CAGR 11.4%, MDD -12.5%, Sharpe 1.18, 51% exposure.

CAGR reference leader: ROC 모멘텀 — CAGR 13.7%, MDD -25.2%, exposure 89%.

Return/drawdown alternative: MACD — CAGR is 3.7%p lower than buy and hold, while drawdown improves by 11.5%p (CAGR 11.4%, MDD -12.5%, exposure 51%).

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
MACD
fast=30, slow=76, signal=31
11.4%-12.5%1.180.912.0x2851%
ROC 모멘텀
n=31, threshold=-0.05
13.7%-25.2%1.010.542.2x3789%
Donchian 채널 돌파
entryN=16, exitN=41
12.5%-21.1%0.980.592.1x1982%
Supertrend
period=29, mult=3.4
9.9%-14.5%0.920.681.8x4567%
SMA 크로스오버
fast=22, slow=95
10.6%-25.8%0.900.411.9x1572%
EMA 크로스오버
fast=23, slow=88
10.5%-23.4%0.890.451.9x1374%
Keltner 채널 돌파
emaPeriod=51, atrPeriod=22, mult=2.1
5.2%-16.3%0.560.321.4x3957%
볼린저 밴드 돌파
n=38, k=1.1
5.0%-14.5%0.550.341.4x5556%
Parabolic SAR
step=0.01, maxStep=0.16
4.2%-17.5%0.450.241.3x9162%
ADX / DI 방향성
period=21, threshold=25
1.3%-6.6%0.310.201.1x1612%
Buy and hold15.2%-24.0%0.970.632.4x1100%
1x 2021 2022 2023 2024 2025 2026 ROC 모멘텀MACDBuy and hold
MACD (Sharpe leader), ROC 모멘텀 (CAGR reference), Buy and hold.
0% -6% -13% -19% -25% 2021 2022 2023 2024 2025 2026 Buy and holdROC 모멘텀MACD
MACD maximum drawdown -12.5% (2022-08-16 → 2023-04-26), recovered after 486 days.

Rules of the top strategy

Looks at the gap (MACD) between a short and long average crossing its own signal line.

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.
Re-run the same setupMore DE assetsAll asset reports

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