Comments on the presence of serial correlation in the random coefficients of an autoregressive process

Frédéric Proïa, Marius Soltane

We consider an RCAR$(p)$ process and we establish that the standard estimation lacks consistency as soon as there exists a nonzero serial correlation in the coefficients. We give t…