• closedAccess   Multivariate Kalman filtering for spatio-temporal processes 

      Ferreira, Guillermo; Mateu, Jorge; Porcu, Emilio Springer (2022)
      An increasing interest in models for multivariate spatio-temporal processes has been noted in the last years. Some of these models are very flexible and can capture both marginal and cross spatial associations amongst the ...
    • closedAccess   Space-time autoregressive estimation and prediction with missing data based on Kalman filtering 

      Padilla-Solis, Leonardo Fabricio; Lagos Álvarez, Bernardo M.; Mateu, Jorge; Porcu, Emilio Wiley (2020-11)
      We propose a Kalman filter algorithm to provide a formal statistical analysis of space‐time data with an autoregressive structure in time. The Kalman filter technique allows to capture the temporal dependence as well as ...