  The purpose of the present paper is to investigate on a class of spherical
functional autoregressive processes in order to introduce and study LASSO
(Least Absolute Shrinkage and Selection Operator) type estimators for the
corresponding autoregressive kernels, defined in the harmonic domain by means
of their spectral decompositions. Some crucial properties for these estimators
are proved, in particular, consistency and oracle inequalities.
