A probabilistic interpretation of the exponential mixture

Document Type

Article

Date of Original Version

7-1-2015

Abstract

The exponential mixture of probability mass functions arises in many fields. Although straightforward to characterize and utilize, it does not lead to a simple probabilistic interpretation as does the linear mixture. We remedy this by giving a general probabilistic problem whereby the exponential mixture describes the probabilities involved.

Publication Title, e.g., Journal

IEEE Signal Processing Letters

Volume

22

Issue

7

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