Pseudo-maximum likelihood estimation of ARCH$(\infty )$ models

Peter M. Robinson, Paolo Zaffaroni

Strong consistency and asymptotic normality of the Gaussian pseudo-maximum likelihood estimate of the parameters in a wide class of ARCH$(\infty )$ processes are established. The co…