Marginally Parametrized Spatio-Temporal Models and Stepwise Maximum Likelihood Estimation

Matthew Edwards, Stefano Castruccio, Dorit Hammerling

In order to learn the complex features of large spatio-temporal data, models with large parameter sets are often required. However, estimating a large number of parameters is often…