Dergiler / Turkish Journal of Veterinary and Animal Sciences / 1998 / Cilt: 22 - Sayı: 6

The Mathematical Basis of Inversec2 and Inverse-Wishart Distribution Used in Animal Breeding Applications

Sayfa
485–488
DOI
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Özet

The chi-square and Wishart distributions play an important role in animal breeding applications, especially in the estima-tion of variance components using Bayesian methods. These two distributions are so related that one can easily be derived from the other. In other words, the chi-square distribution is a particular case of the Wishart distribution or the Wishart distribution is a mul-tivariate generalization of the chi-square distribution. This article provides a simple mathematical basis of the above-mentioned dis-tributions; it shows how one is derived from the other and in what from they are used in animal breeding applications.

Abstract

The chi-square and Wishart distributions play an important role in animal breeding applications, especially in the estima-tion of variance components using Bayesian methods. These two distributions are so related that one can easily be derived from the other. In other words, the chi-square distribution is a particular case of the Wishart distribution or the Wishart distribution is a mul-tivariate generalization of the chi-square distribution. This article provides a simple mathematical basis of the above-mentioned dis-tributions; it shows how one is derived from the other and in what from they are used in animal breeding applications.

Anahtar kelimeler: Chi-square distribution, Wishart distribution, animal breeding, variance components