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Trend-Following Backtester · Guide · backtest 한국어

equity · IN

GMR Airports Ltd backtest

10 trend-following strategies were compared on the full daily history of GMR Airports Ltd. 2 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 9.6%, MDD -52.1%).

Data 2006-08-21 ~ 2026-07-31daily bars 4,923 (19.9 years)Costs 0.5%Venue NSEMonthly snapshot 2026-07-31

Results by strategy

2 of 10 beat buy and hold (CAGR 9.0%, drawdown -91.9%).

Sharpe leader (same as main): MACD — CAGR 13.0%, MDD -72.5%, Sharpe 0.54, 50% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 4.0%p higher than buy and hold, while drawdown improves by 19.4%p (CAGR 9.6%, MDD -52.1%, exposure 34%).

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=14, slow=29, signal=13
13.0%-72.5%0.540.1811.5x26450%
Keltner 채널 돌파
emaPeriod=22, atrPeriod=16, mult=2.9
8.2%-44.1%0.520.194.8x4813%
볼린저 밴드 돌파
n=21, k=1.7
9.6%-52.1%0.480.186.2x19234%
EMA 크로스오버
fast=26, slow=75
7.3%-79.9%0.380.094.1x6152%
ADX / DI 방향성
period=10, threshold=32
6.1%-60.2%0.380.103.3x16420%
Donchian 채널 돌파
entryN=7, exitN=66
6.4%-90.0%0.360.073.4x5988%
Supertrend
period=26, mult=1.6
6.3%-75.4%0.350.083.4x27651%
Parabolic SAR
step=0.04, maxStep=0.08
6.3%-78.5%0.350.083.4x40651%
SMA 크로스오버
fast=50, slow=108
5.8%-84.1%0.340.073.1x4751%
ROC 모멘텀
n=74, threshold=-0.02
4.8%-72.7%0.310.072.5x21156%
Buy and hold9.0%-91.9%0.420.105.6x1100%
1x 10x 2007 2010 2013 2016 2019 2022 2025 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -23% -46% -69% -92% 2007 2010 2013 2016 2019 2022 2025 Buy and holdMACD
MACD maximum drawdown -72.5% (2009-06-04 → 2011-12-20), recovered after 3,325 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 carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore IN assetsAll asset reports

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