Pair trading is often framed as a statistical exercise: identify a spread, measure its deviation, and trade the reversion. But in practice, the real challenge is not finding divergence – it is correctly interpreting it. This problem is where using sentiment scores in stock pair trading comes in to play.
A widening spread can mean one of two things:
Traditional stat arb models –
… Read More →Most traders intuitively understand that returns mean very little without context. What ultimately matters is how those returns are generated, the drawdowns required to earn them, and whether the strategy survives hostile market environments.
That is precisely why equity market neutral (EMN) trading strategies have been a core allocation for institutional capital for decades—and why they are now becoming accessible to sophisticated retail traders.
In this post, we’ll walk through a real institutional dataset, compare it directly to the S&P 500, and then run a simple but powerful thought experiment: what happens if a retail trader applies modest leverage—available today at Interactive Brokers—to an institutional EMN return stream?
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