5 papers
Set-indexed and multiple sums in high dimensions
Bochen Jin, Alexander Marynych, Ilya Molchanov
We consider multiple and set-indexed sums of random vectors taking values in Euclidean space of growing dimension. It is shown that, when viewed as finite metric spaces, the sets o…
Ranges of Extremal Processes and Heavy-Tailed Random Walks in Spaces of Growing Dimension
Bochen Jin, Ilya Molchanov
We consider extremal processes and random walks generated by heavy-tailed random vectors taking values in endowed with the metric. We establish limit theore…
Pareto points in growing dimensions
Andrii Ilienko, Bochen Jin
We consider independent random points uniformly distributed in the -dimensional unit cube and study Pareto points, that is, points that do not coordinatewise dominate any…
Convergence of Random Walks in -Spaces of Growing Dimension
Bochen Jin
We prove the limit theorem for paths of random walks with steps in as and both go to infinity. For this, the paths are viewed as finite metric spaces equ…
Random Bridges in Spaces of Growing Dimension
Bochen Jin
We investigate the limiting behaviour of the path of random bridges treated as random sets in with the Euclidean metric and the dimension increasing to infinit…