运用广义线性混合模型分析随机区组重复测量的试验资料

张久权, 闫慧峰, 褚继登, 李彩斌

Statistical analysis of randomized complete block design with repeated measure data using Generalized Linear Mixed Models (GLIMMIX)

ZHANG Jiu-Quan, YAN Hui-Feng, CHU Ji-Deng, LI Cai-Bin

表2 采用不同协方差结构模型时F检验P值(III型检验)

Table 2 P-value for F test with various covariance structures (III)

效应 Effect 方差分量 VC 复合对称 CS 不规则 UN 空间幂相关 SP 一阶自回归AR(1) 循环相关 TOEP 一阶前依赖ANTE(1) Rain <0.0001 <0.0001 <0.0001 <0.0001 <0.0001 <0.0001 <0.0001 N <0.0001 <0.0001 <0.0001 <0.0001 <0.0001 0.0001 <0.0001 Rain*N 0.2375 0.2609 0.2809 0.3023 0.3023 0.3161 0.2822 Times <0.0001 <0.0001 <0.0001 <0.0001 <0.0001 <0.0001 <0.0001 Rain*Times 0.0033 0.0038 0.6167 0.0059 0.0059 0.0172 0.5533 N*Times <0.0001 <0.0001 0.0017 <0.0001 <0.0001 <0.0001 0.0003 Rain*N*Times 0.8526 0.8537 0.9457 0.8584 0.8584 0.9225 0.9727