Law of the iterated logarithm for random walks on nilpotent groups (Q5951611)
From MaRDI portal
scientific article; zbMATH DE number 1686319
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Law of the iterated logarithm for random walks on nilpotent groups |
scientific article; zbMATH DE number 1686319 |
Statements
Law of the iterated logarithm for random walks on nilpotent groups (English)
0 references
28 April 2003
0 references
Let \((Z^j)\) be a sequence of independent, identically distributed random variables taking values on a simply connected, gradued, nilpotent Lie group \(G\). Consider the product \(T^n= Z^1\circ Z^2\circ\cdots\circ Z^n\). The authors show a law of the iterated logarithm for the random walk \((T^n)\) by providing the set of its limit points whenever it is suitably normalized by means of the sequences \((\sqrt{n\ln\ln n})\). The crucial idea to prove their theorem is to represent \(D_{1/\sqrt{n\ln\ln n}}T^n\) as the value at time \(1\) of the solution of a suitable ordinary differential equation with stochastic coefficients whose randomness is driven by a normalized polygon constructed by means of the sequence \((Z^j)\). This is done in the second part of the paper. In the first part of the paper, they consider this more general process and they prove a functional law of iterated logarithm. Finally, they consider the Heisenberg group, they compare their result with that proved by Crepel and Roynette.
0 references
probability measures on groups
0 references
iterated logarithm
0 references
large and moderate deviations
0 references
nilpotent Lie groups
0 references
random walks
0 references