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Table 9 Model selection for absolute growth using a backwards step-wise procedure.

From: The influence of gene-environment interactions on GHR and IGF-1 expression and their association with growth in brook charr, Salvelinus fontinalis (Mitchill)

 

Absolute growth

Model

Log likelihood

Test

P

Growth ~Env + Sex + EBV·Env + EBV·Sex +Env·Sex +EBV·Env·Sex (1)

-107.460

  

   ~Env + Sex + EBV·Env + EBV·Sex +Env·Sex (2)

-108.443

1 vs. 2

0.169

   ~Env + Sex + EBV·Env + EBV·Sex (3)

-108.499

2 vs. 3

0.737

   ~Env + Sex + EBV·Env (4)

-108.607

3 vs. 4

0.643

   ~Env + Sex (5)

-112.465

4 vs. 5

0.021

  1. Progressively simpler models are subsequently defined by removing terms from previous models beginning with interaction effects (e.g. 1 vs. 2). Nested models were tested evaluated using likelihood ratio tests to select the most parsimonious model. The reported p-values correspond to results of the likelihood ratio tests wherein a value greater than the nominal level of significance (α = 0.05) indicates that removal of the model term does not increase model deviance significantly. The final, parsimonious model that was selected is indicated in bold characters (Env = environment, EBV = EBV group).