The remainder of this article is organized as follows: Section 2 introduces our threshold models with time-varying thresholds, describes least-square estimation of the model parameters, and constructs tests for the threshold effect and threshold constancy. We also obtain the asymptotic properties for the estimators of the time-varying threshold in this section. Sections 3 presents Monte Carlo experiments that assess the finite-sample properties of the estimation procedure and the test statistics.