Title

Transforms of pseudo-Boolean random variables

Document Type

Article

Publication Date

1-6-2010

Abstract

As in earlier works, we consider {0, 1}n as a sample space with a probability measure on it, thus making pseudo-Boolean functions into random variables. Under the assumption that the coordinate random variables are independent, we show it is very easy to give an orthonormal basis for the space of pseudo-Boolean random variables of degree at most k. We use this orthonormal basis to find the transform of a given pseudo-Boolean random variable and to answer various least squares minimization questions. © 2009 Elsevier B.V. All rights reserved.

Publication Source (Journal or Book title)

Discrete Applied Mathematics

First Page

13

Last Page

24

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