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QQQ MACD Momentum

A trend-following momentum strategy that trades the Invesco QQQ ETF using MACD crossovers, filtered by a long-term moving average to stay on the right side of the trend.

Last updated June 18, 2026

The idea

The QQQ MACD Momentum strategy rides medium-term momentum in the Nasdaq-100 through the highly liquid Invesco QQQ ETF. It combines a classic MACD crossover entry with a long-term trend filter so the strategy only takes long signals while the broader trend is up.

How it works

  1. Trend filter — only consider long entries when the daily close is above the 200-period EMA. This keeps the strategy aligned with the prevailing trend and sidesteps most prolonged downtrends.
  2. Entry — go long when the MACD line crosses above its signal line while the trend filter is active.
  3. Exit — close the position when the MACD line crosses back below the signal line, or when price closes below the 200-period EMA.

Why a trend filter

A naked MACD crossover whipsaws badly in sideways and bear markets. Requiring price to be above the 200-day EMA filters out a large share of low-quality signals, trading frequency for signal quality — a common, well-documented improvement to momentum systems.

Parameters to tune

Parameter Default Notes
MACD fast 12 Shorter reacts faster, more signals
MACD slow 26 Longer smooths the trend
MACD signal 9 Crossover trigger line
Trend EMA 200 Raise to be more conservative

Next steps

Open this idea in Horizon to backtest it across years of historical QQQ data, review the equity curve and drawdown, then deploy it as an automated strategy through a connected broker.

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