A method for microarray data analysis based on mixed linear model approach is proposed . this method has been applied to the identification of differentially expressed genes and prediction of gene main effect and gene by environment interaction effect both in a static statement and a developmental process 本研究提出了基于混合线性模型的分析微阵列数据的方法，并将其应用于差别表达基因的鉴定、在动态或静态过程中估算基因主效应以及预测基因与环境的互作效应。
