This paper develops a threshold regression model where an unknown relationship between two variables nonparametrically determines the threshold. We allow observations to be cross-sectionally dependent so that can applied determine spatial border for sample splitting over random field. derive uniform rate of convergence and nonstandard limiting distribution nonparametric estimator. also obtain r...