statsmodels.miscmodels.count.PoissonGMLE.nloglikeobs¶

PoissonGMLE.nloglikeobs(params)[source]¶

Loglikelihood of Poisson model

Parameters:

params : array-like

The parameters of the model.

Returns:

The log likelihood of the model evaluated at params

Notes

$\ln L=\sum_{i=1}^{n}\left[-\lambda_{i}+y_{i}x_{i}^{\prime}\beta-\ln y_{i}!\right]$