Linear mixed models. An introduction with applications in veterinary researchILRI (aka ILCA and ILRAD), Jan 1, 1998 - 159 pages |
Common terms and phrases
ANIM_ID(BREED animals treated assumed Berenil H BO1 BO BO37 BO cell means model class drug dose confidence interval covariance structure cẞ data set data structure degrees of freedom described design matrix DF t Pr difference in PCV different herds dose drug*dose dose of Berenil DOSE(DRUG eiki estimable function expected mean squares expected value F-distribution F-statistic fixed effects factor fixed effects model generalised inverse given high dose iid N(0 independent variable inference space INTERCEPT TIME INTERCEPT inverse of XTX linear combinations log-likelihood low dose mixed model framework N'Dama ND66 ND ND73 ND ND75 ND normal distribution notation null hypothesis observations obtained overall mean overparameterised model PCV1 random effects factor random effects model random error response variable Samorin H SAS program slope Solution for Fixed sum of squares treatment variance components variance-covariance matrix vector μα μκ σ² ΣΣ συ Χβ