From Statistics to Topology and Back
Again
(Abstract)
|
We shall start by
briefly discussing some statistical problems related to the structure of the primordial
universe, as seen through the Nobel Prize winning cosmic microwave background (COBE)
data. The next step will
be to turn this into an abstract problem related to the (integral and differential) geometry
generated by Gaussian random processes on manifolds. Out of this will
come extensions to Riemannian manifolds of the famous Kinematic Fundamental Formula
of classical, Euclidean, integral geometry, as well as the related Crofton Formula. In the end we shall
see how these results shed new light on excursion probabilities for smooth Gaussian
processes, and even how they are relevant to analysing
the COBE and other astrophysical
data and models. |