statsmodels.miscmodels.count.PoissonZiGMLE.nloglikeobs¶ PoissonZiGMLE.nloglikeobs(params)[source]¶ Loglikelihood of Poisson model Parameters:¶ params : array_like¶The parameters of the model. Return type:¶ The log likelihood of the model evaluated at params Notes \[\ln L=\sum_{i=1}^{n}\left[-\lambda_{i}+y_{i}x_{i}^{\prime}\beta-\ln y_{i}!\right]\]