Specification tests are developed for the conditional distribution of a dependent process {X<sub>i</sub>} in a family of nonlinear time-series models. The family includes several Generalized AutoRegressive Conditional Heteroscedastic [GARCH] models that are widely used in finance and economics. Such tests...