Graphical models for genetic analyses
Graphical models for genetic analyses
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DOI：
10.1214/ss/1081443232
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发表时间：
2003-11-01
影响因子：
5.7
通讯作者：
Sheehan, NA
中科院分区：
文献类型：
--
作者：
Lauritzen, SL;Sheehan, NA
本文介绍了图形模型作为一种自然环境，在其中阐述和解决遗传学及相关领域的问题。特别强调了各种局部计算算法之间的关系，这些算法是在迄今为止基本上是分开的图形模型和遗传学领域内开发的。探讨了图形模型的潜力，并通过一些实例应用说明了图形模型的潜力，其中遗传因素是重要的或主导的。
This paper introduces graphical models as a natural environment in which to formulate and solve problems in genetics and related areas. Particular emphasis is given to the relationships among various local computation algorithms which have been developed within the hitherto mostly separate areas of graphical models and genetics. The potential of graphical models is explored and illustrated through a number of example applications where the genetic element is substantial or dominating.