Trend-Following Backtester · Guide · backtest 한국어

etf · US

iShares National Muni Bond ETF backtest

10 trend-following strategies were compared on the full daily history of iShares National Muni Bond ETF. 0 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester.

Data 2007-09-10 ~ 2026-07-31daily bars 4,753 (18.9 years)Costs 0.5%Venue XASEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 0.2%, drawdown -14.4%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 0.1%, MDD -4.4%, Sharpe 0.10, 3% exposure.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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
볼린저 밴드 돌파
n=35, k=3.3
0.1%-4.4%0.100.021.0x63%
Donchian 채널 돌파
entryN=84, exitN=89
-0.0%-15.6%0.01-0.001.0x2252%
SMA 크로스오버
fast=56, slow=157
-0.1%-15.1%-0.01-0.011.0x2857%
ROC 모멘텀
n=42, threshold=0.09
-0.0%-0.5%-0.02-0.001.0x20%
EMA 크로스오버
fast=73, slow=216
-0.3%-16.4%-0.07-0.020.9x1758%
ADX / DI 방향성
period=41, threshold=37
-0.2%-3.6%-0.29-0.041.0x41%
Keltner 채널 돌파
emaPeriod=40, atrPeriod=21, mult=4
-0.7%-14.0%-0.38-0.050.9x4620%
Supertrend
period=14, mult=4.5
-1.5%-25.8%-0.45-0.060.7x8457%
MACD
fast=31, slow=64, signal=21
-2.2%-35.4%-0.66-0.060.7x13053%
Parabolic SAR
step=0.005, maxStep=0.36
-3.0%-44.8%-0.89-0.070.6x15255%
Buy and hold0.2%-14.4%0.060.011.0x1100%
1x 2008 2011 2014 2017 2020 2023 2026 볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -4% -7% -11% -14% 2008 2011 2014 2017 2020 2023 2026 Buy and hold볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -4.4% (2012-02-13 → 2025-09-09), prior peak not yet recovered.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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.
Re-run the same setupAll asset reports

Read next