Derivative-Free Estimation of the Score Vector and Observed Information Matrix with Application to State-Space Models

Arnaud Doucet, Pierre E. Jacob, Sylvain Rubenthaler

Ionides, King et al. (see e.g. Inference for nonlinear dynamical systems, PNAS 103) have recently introduced an original approach to perform maximum likelihood parameter estimation…