Joint parametric specification checking of conditional mean and volatility in time series models with martingale difference innovations

Kilani Ghoudi, Naâmane Laïb, Mohamed Chaouch

Using cumulative residual processes, we propose joint goodness-of-fit tests for conditional means and variances functions in the context of nonlinear time series with martingale di…