Tests for smooth-sbrupt changes with applications

In this paper, we study a smooth-abrupt change point model through two testing procedures based on likelihood ratio test and Schwarz information criterion under a normal distribution. Simulations are implemented to show the performance of these two procedures. The proposed testing procedures are applied to detect changes in gene expression patterns and in predator versus prey population patterns of the Isle Royale National Park.