Statistical Arbitrage

Pairs Trading Diagnostics

Cointegration p-value

0.072

Built a Kalman-filtered pairs strategy for VNQ/XLRE with XOM/TLT as a negative control. The intended cointegrated pair did not cointegrate at the 5% level over this sample.

Python
Kalman filter
Cointegration
Backtesting