Uncertainty estimation in equality-constrained MAP and maximum likelihood estimation with applications to system identification and state estimation

Dimas Abreu Archanjo Dutra

In unconstrained maximum a posteriori (MAP) and maximum likelihood estimation, the inverse of minus the merit-function Hessian matrix is an approximation of the estimate covariance…