Abstract: In this paper we discuss the spatial autoregression models. We can use the models to study the data from regions which with spatial dependence. We discuss maximum likelihood estimation(MLE) for the model and the methods of test based on MLE. We also give some results of spatial autoregression models for the fifteen cities of Yangtze River Delta.