An algorithm for approximating the second moment of the normalizing constant estimate from a particle filter

Svetoslav Kostov, Nick Whiteley

We propose a new algorithm for approximating the non-asymptotic second moment of the marginal likelihood estimate, or normalizing constant, provided by a particle filter. The compu…