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ASReml-R Reference Manual, Version 4. Wollongong, NSW: University of Wollongong. Carbonneau, A., and Champagnol, F. (1993). Nouveaux Systemes de Culture ASReml-R Reference Manual Version 4 ASReml estimates variance components under a general linear mixed model by residual maximum likelihood (REML) D G Butler In: National Institute for Applied Statistics Research Australia Working Paper Series. Gogel BJ, Thompson R (2018) ASReml-R Reference Manual Version 4. Supplementary note for new function vpredict() in ASReml-R version 4. Jin Sun. vpredict() Compute functions of variance components and their approximate