On the strong uniform consistency of density estimation for strongly dependent sequences
For a stationary, possibly strongly dependent sequence {Xi} of standard Gaussian random variables, the strong uniform consistency of the kernel density estimates for sequence {Yi} modeled by Yi = H(Xt1 + i, ..., Xtd + i) is proved.