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3 不同协方差结构模型拟合性(土柱试验)
Table 3 Model fit statistics with various covariance structures (soil column experiment)
准则
Criteria
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)
-2logL 790.7 790.7 638.5 790.4 790.4 677.0 790.7
AIC 792.7 794.7 694.5 794.4 794.4 703.0 792.7
AICC 792.7 794.8 711.3 794.5 794.5 706.3 792.7
BIC 794.0 797.2 730.8 797.0 792.6 691.3 794.0
CAIC 795.0 799.2 758.8 799.0 794.6 704.3 795.0
HQIC 793.0 795.4 705.3 795.2 790.8 679.5 793.0