L 1 ergodic behavior of non-negative kernels |
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Authors: | Dean L. Isaacson Richard W. Madsen |
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Affiliation: | (1) Department of Mathematics and Statistics, Iowa State University, Ames, Iowa, U.S.A.;(2) Department of Statistics, University of Missouri-Columbia, Columbia, Missouri, U.S.A. |
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Abstract: | Some results that have been obtained in the study of strongly and weakly ergodic behavior of non-homogeneous stochastic kernels are generalized to the case of non-negative kernels. The first generalization simply involves extending the definitions of weakly and strongly ergiodic behavior to the case of non-negative kernels and using the ergodic coefficient which was first defined for stochastic kernels by Dobrushin and extended to non-negative kernels by Blum and Reichaw. It happens that this straightforward extension excludes many cases of non-negative kernels which do exhibit a types of ergodic behavior. In order to study these cases a definition ofL 1 weakly and strongly ergodic behavior is given in which normalizing by constants is allowed. Sufficient conditions for these types of ergodic behavior are given. |
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