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. 2012 Jun 15;7(6):e39206. doi: 10.1371/journal.pone.0039206

Table 4. Model selection results for multiple regression models testing the relationship between viral RNA concentrations in lung tissues as a function of virus subtype, sex, and day post inoculation and interactions between the three variables.

Model K Adj. R2 AICc ΔAICc AICc weight
Subtype+Sex+DPI+Sex*DPI 9 0.62 374.3 0.0 0.46
Subtype+Sex+DPI+Subtype* Sex+Sex * DPI 13 0.63 377.1 2.8 0.11
Subtype+Sex+DPI+Subtype*DPI+Sex *DPI 13 0.63 377.1 2.8 0.11
Subtype+Sex+DPI 8 0.61 377.2 2.9 0.11
Subtype+DPI 7 0.60 378.6 4.3 0.05
Subtype+Sex 7 0.60 379.0 4.7 0.04
Subtype+Sex+DPI+Subtype*DPI 12 0.62 379.9 5.6 0.03

Only models with a ΔAICc<6 are shown. K is the number of parameters. Adj. R2 is the R2 value adjusted for the number of parameters in the model; it indicates the amount of variation explained in the model. AICc is Akaike's information criterion adjusted for small sample size. ΔAICc values indicate the difference between a given model and the best model. The AIC weight shows the relative support for each model.