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. 2021 May 6;9(1):436–455. doi: 10.1080/21642850.2021.1920416

Table 3.

Regression coefficients and model fit for different distribution models.

  Poisson regression Negative binomial regression Zero-inflated Poisson Zero-inflated negative binomial Hurdle Poisson Hurdle negative binomial
Intercept −1.17 −1.18 0.13 −1.01 0.16 −0.04
Std. error 0.35 0.54 0.39 0.50 0.40 0.59
 p value <0.001 0.03 0.7 0.046 0.7 0.9
Symptom days 0.092 0.104 0.069 0.107 0.067 0.077
Std. Error 0.007 0.014 0.009 0.014 0.009 0.015
 p value <0.001 <0.001 <0.001 0.017 <0.001 <0.001
Impulsivity −.012 −.014 −0.015 −0.017 −0.015 −0.019
Std. Error 0.004 0.007 0.004 0.006 0.005 0.007
 p value 0.006 0.053 <0.001 0.009 <0.001 0.004
AIC 514 458 467 454 467 459

Notes: Estimates are omitted for the zero-inflated and hurdle step of the model for simplicity. These are included in the tutorial files.