Fast Robust Methods for Singular State-Space Models

Jonathan Jonker, Aleksandr Y. Aravkin, James V. Burke +2

State-space models are used in a wide range of time series analysis formulations. Kalman filtering and smoothing are work-horse algorithms in these settings. While classic algorith…