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Using the theory of added-variable plot for linear mixed mo..:

Duarte, Nubia E. ; Giolo, Suely R. ; Pereira, Alexandre C...
Statistical Applications in Genetics and Molecular Biology.  13 (2014)  3 - p. , 2014
Link: https://doi.org/10.1515/sagmb-2013-0057