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Table 2

MSE, LL, AIC, deviance, GCV values for linear, exponential and poisson regression models

Regression modelMSEMSE (zero failure)MSE (non-zero failure)LL (Log likelihood)AICDevianceGCV
Linear 1.41 0.65 2.37 −1240.4 2488.8 1101.8 1.42 
Exponential 1.3 0.54 2.28 −1209.08 2434.16 1016.7 1.32 
Poisson 1.3 0.55 2.28 −900.75 1811.5 991.3 1.31 
Regression modelMSEMSE (zero failure)MSE (non-zero failure)LL (Log likelihood)AICDevianceGCV
Linear 1.41 0.65 2.37 −1240.4 2488.8 1101.8 1.42 
Exponential 1.3 0.54 2.28 −1209.08 2434.16 1016.7 1.32 
Poisson 1.3 0.55 2.28 −900.75 1811.5 991.3 1.31 
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