This post is the first of a serie about pair trading and market neutral strategies ...

The aim of this project is to study and benchmark the performance of the "Optimal Particle Filter" introduced by Fanaso and al. in 2021, with the well-known Bootstrap Filter algorithm.

Let's explore a Bayesian framework enhanced by Monte Carlo simulation methods and hidden Markov chains for time series clustering.