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Sub-Independence : A Useful Concept

By: G G Hamedani (Author) , Mehdi Maadooliat (Author)

Extended Catalogue

Ksh 18,850.00

Format: Paperback or Softback

ISBN-10: 1634634764

ISBN-13: 9781634634762

Publisher: Nova Science Publishers Inc

Imprint: Nova Science Publishers Inc

Country of Manufacture: US

Country of Publication: GB

Publication Date: Jan 1st, 2015

Publication Status: Active

Product extent: 65 Pages

Weight: 154.00 grams

Dimensions (height x width x thickness): 23.10 x 15.30 x 0.80 cms

Product Classification / Subject(s): Computer science

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The concept of sub-independence is defined in terms of the convolution of the distributions of random variables, providing a stronger sense of dissociation between random variables than that of uncorrelatedness. If statistical tests reject independence but not lack of correlation, a model with sub-independent components can be appropriate to determine the distribution of the sum of the random variables. This monograph presents most of the important classical results in probability and statistics based on the concept of sub-independence. This concept is much weaker than that of independence and yet can replace independence in most limit theorems as well as well-known results in probability and statistics. This monograph, the first of its kind on the concept of sub-independence, should appeal to researchers in applied sciences where the lack of independence of the uncorrelated random variables may be apparent but the distribution of their sum may not be tractable.

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