Kernel smoothing of time series

الملخص EN

-In this article we investigate the problem of kernel smoothing of a general time series and study their main properties and their use them for trend estimation of time series.

Many practical considerations related to the choice of the kernel function as well as the choice of appropriate bandwidth are studied.

A computer program which works in an automatic manner was then designed.

Some simulation studies as well as some case studies were conducted.