Multivariate Low-Rank State-Space Model with SPDE Approach for High-Dimensional Data

Jacopo Rodeschini, Lorenzo Tedesco, Francesco Finazzi +2

This paper proposes a novel low-rank approximation to the multivariate State-Space Model. The Stochastic Partial Differential Equation (SPDE) approach is applied component-wise to…