SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

etf · US

Blackrock MuniYield New York Quality Fund, Inc. backtest

10 trend-following strategies were compared on the full daily history of Blackrock MuniYield New York Quality Fund, Inc.. 8 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 0.4%, MDD -11.2%).

Data 1992-03-16 ~ 2026-08-31daily bars 8,676 (34.5 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-08-31

Results by strategy

8 of 10 beat buy and hold (CAGR -1.2%, drawdown -57.9%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 0.4%, MDD -11.2%, Sharpe 0.15, 0% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 1.6%p higher than buy and hold, while drawdown improves by 46.7%p (CAGR 0.4%, MDD -11.2%, exposure 0%).

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
ROC 모멘텀
n=9, threshold=0.09
0.4%-11.2%0.150.031.1x180%
Donchian 채널 돌파
entryN=41, exitN=81
0.2%-44.6%0.070.011.1x6166%
Supertrend
period=16, mult=4.1
-0.1%-41.1%0.03-0.001.0x11852%
Keltner 채널 돌파
emaPeriod=22, atrPeriod=10, mult=3.2
0.0%-14.6%0.010.001.0x406%
SMA 크로스오버
fast=28, slow=160
-0.4%-40.9%-0.01-0.010.9x6452%
EMA 크로스오버
fast=19, slow=66
-0.6%-40.0%-0.03-0.010.8x11854%
ADX / DI 방향성
period=28, threshold=33
-0.1%-14.1%-0.09-0.011.0x141%
MACD
fast=52, slow=74, signal=37
-1.5%-50.5%-0.14-0.030.6x16052%
볼린저 밴드 돌파
n=57, k=3
-0.7%-25.5%-0.16-0.030.8x4011%
Parabolic SAR
step=0.005, maxStep=0.18
-3.1%-67.3%-0.33-0.050.3x27054%
Buy and hold-1.2%-57.9%-0.03-0.020.7x1100%
1x 1993 1998 2003 2008 2013 2018 2023 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -14% -29% -43% -58% 1993 1998 2003 2008 2013 2018 2023 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -11.2% (2009-01-12 → 2022-11-25), prior peak not yet recovered.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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 setupMore US assetsAll asset reports

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