南京农业大学学报2001,Vol.24Issue(2):24-27,4.
两对互作基因重组率EM算法估计的模拟研究
The Monte Carlo simulation on the estimate of recombination rate between two interactional genes using EM algorithm
章元明 1盖钧镒1
作者信息
- 1. 南京农业大学大豆研究所,农业部国家大豆改良中心,
- 折叠
摘要
Abstract
After obtaining the probability and conditional probability of phenotypes in F2 population,it is easy to estimate recombination rate between two interactional genes using expectation and maximization (EM) algorithm.Moreover,the formulas of the standard error of recombination rate were also obtained.The results from Monte Carlo simulation showed that the estimates of recombination rate using EM algorithm were consistent with those using Fisher method.However,it was very easy for EM algorithm to calculate recombination rate between two interactional genes.关键词
期望最大化(EM)算法/重组率/MonteCarlo模拟分类
生物科学引用本文复制引用
章元明,盖钧镒..两对互作基因重组率EM算法估计的模拟研究[J].南京农业大学学报,2001,24(2):24-27,4.