Space-time geographically weighted regression can be analyzed by cross section. Spatial-temporal geographic weighted regression model is an effective spatial data analysis method based on geographic weighted regression model. This paper mainly studies the estimation of coefficient function based on data deletion model and the influence on the whole model after deleting observation points, and gives the selection method of weight function.