An invariance principle for the local time of a recurrent random walk |
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Authors: | Naresh C Jain William E Pruitt |
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Institution: | (1) School of Mathematics, University of Minnesota, 55455 Minneapolis, Minnesota, USA |
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Abstract: | Summary Let (S
j
) be a lattice random walk, i.e. S
j
=X
1 +...+X
j
, where X
1,X
2,... are independent random variables with values in the integer lattice and common distribution F, and let
, the local time of the random walk at k before time n. Suppose EX
1=0 and F is in the domain of attraction of a stable law G of index > 1, i.e. there exists a sequence a(n) (necessarily of the form n
1 l(n), where l is slowly varying) such that S
n
/a(n) G. Define
, where c(n)=a(n/log log n) and x] = greatest integer x. Then we identify the limit set of {g
n
( , ·) n 1} almost surely with a nonrandom set in terms of the I-functional of Donsker and Varadhan.The limit set is the one that Donsker and Varadhan obtain for the corresponding problem for a stable process. Several corollaries are then derived from this invariance principle which describe the asymptotic behavior of L
n
( , ·) as n![rarr](/content/hkh692vv60p6v026/xxlarge8594.gif) .Research partially supported by NSF Grant #MCS 78-01168. These results were announced at the Fifteenth European Meeting of Statisticians, Palermo, Italy (September, 1982) |
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Keywords: | |
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