We demonstrate a simple procedure to test arbitrage models without adding an auxiliary error model. Our tests rely on the dynamics of the model to draw inference through out-of-sample forecasting. As an illustration, we estimate the Cox et al. model with a rolling sample to forecast zero-coupon...