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. 2016 Jun 1;16(6):382–390. doi: 10.1089/vbz.2015.1883

Table 1.

Models and Model Parameters Obtained for the Three Time Series

Negative binomial distribution        
Formulae Theta Mean AIC GOF RMSEc RMSEv
Inline graphic 0.413 0.077 143 0.279 0.30 0.39
Inline graphic 176 40.3 1063 1.016 7.06 8.57
Inline graphic 0.373 0.520 497 0.675 1.03 1.05

Theta is the dispersion parameter as defined in the function glm.nb (package {MASS}) in R x64 version 3.0.2.

AIC, Akaike information criterion; GOF, goodness-of-fit; RMSE, root-mean-squared error.