Monthly Archives: March 2026

You are browsing the site archives by month.

Kalman Filters vs. PairTrade Finder®

Why We Keep It Simple (On Purpose) Kalman filters

From time to time, experienced traders reach out and ask:

“Why doesn’t PairTrade Finder® use a Kalman filter to calculate dynamic hedge ratios?”

It’s a fair question. Kalman filters are widely used in quantitative finance and are often presented as a more advanced way to trade pairs.

So this post explains our thinking clearly.

PairTrade Finder® is designed to capture most of the statistical edge—without the complexity that often reduces real-world performance.

In practice, as a rule we seek to target a platform that delivers 80% of the benefit of institutional grade models with around 20% of the complexity.

Read More →

Statistical Arbitrage Strategies: Why 2026 May Be the Best Environment in Years

Statistical arbitrage strategies and dispersion

After years of macro-driven markets and passive dominance, something important has changed in equity markets.

Dispersion is back.

Dispersion measures how differently individual stocks move relative to one another. When dispersion rises, relationships between correlated stocks temporarily break down—creating the exact inefficiencies that statistical arbitrage strategies are designed to exploit.

And in 2025 and 2026, dispersion surged.

During recent volatility shocks, sector rotations, tariff news and macro news pushed many historically related stocks and ETFs significantly out of alignment. For traders running equity market neutral strategies,

Read More →