  This paper presents a statistical explanation of filament formation in the
galactic atomic hydrogen. Recently developed technique allows to determine the
3D spectrum of random HI density. We claim that even in the absence of
dynamical factors the Gaussian field corresponding to the measured values of
the spectrum of HI density should exhibit filamentary structure, the existence
of which has long been claimed.
