Locally Most Powerful Rank Criteria of Independence of Observations in Model of Spatial Autoregression

The locally most powerful rank criteria to check the independence of observations are constructed for the process of spatial autoregression of order (1.1). It is shown that with the zero hypothesis the statistics of the proposed criteria are distribution-free and asymptotically normal.