On Efficient Solution of the Interpolation Problem on the Basis of Observations of Jump Processes

The authors investigate the problem of interpolating a process with piecewise-continuous trajectories on the basis of observations of a multivariate point process. Equations are derived for the estimates and errors of direct and inverse interpolation in the case of conditionally Gaussian observation scheme.