Title of article :
On poisson approximation to the partial sum process of a Markov chain
Author/Authors :
He، نويسنده , , Shengwu and Xia، نويسنده , , Aihua، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 1997
Pages :
11
From page :
101
To page :
111
Abstract :
This paper gives an upper bound for a Wasserstein distance between the distributions of a partial sum process of a Markov chain and a Poisson process on the positive half line in terms of the transition probabilities and the stationary distribution of the Markov chain. The argument is based on the Steinʹs method, as adapted for bounds on the distance of the distributions of a point process from a Poisson process in Brown and Xia (1995) (see also Barbour and Brown, 1992), together with a coupling approach.
Keywords :
Partial sum process , Point process , Wasserstein metric , Steinיs method , Coupling , Total variation metric , Palm distribution
Journal title :
Stochastic Processes and their Applications
Serial Year :
1997
Journal title :
Stochastic Processes and their Applications
Record number :
1576072
Link To Document :
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