Stationarity and unit roots in spatial autoregressive models

Stationarity is a common assumption in statistical inference when data come from a random field, but this hypothesis has to be checked in order to avoid falling into nonsense regressions and inconsistent estimates. In this thesis, consequences on statistical inference associated with non-stationary...