The present paper gives a brief explanation of the Autoregressive Conditional Heteroscedasticity (ARCH) model and its extensions. It also discusses the estimation and hypothesis testing procedures of these models. The ARCH model is applied to estimate time-varying risk premium of a long term bond in the U. S.
