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arxiv: 1406.3999 · v2 · pith:4IR4CC5Pnew · submitted 2014-06-16 · 🧮 math.MG · math.PR

Intersection and proximity of processes of flats

classification 🧮 math.MG math.PR
keywords processesflatsintersectionprocessproximityderivedflatmeasures
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Weakly stationary random processes of $k$-dimensional affine subspaces (flats) in $\mathbb{R}^n$ are considered. If $2k\geq n$, then intersection processes are investigated, while in the complementary case $2k<n$ a proximity process is introduced. The intensity measures of these processes are described in terms of parameters of the underlying $k$-flat process. By a translation into geometric parameters of associated zonoids and by means of integral transformations, several new uniqueness and stability results for these processes of flats are derived. They rely on a combination of known and novel estimates for area measures of zonoids, which are also developed in the paper. Finally, an asymptotic second-order analysis as well as central and non-central limit theorems for length-power direction functionals of proximity processes derived from stationary Poisson $k$-flat process complement earlier works for intersection processes.

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