statsmodels.genmod.families.family.Poisson.resid_anscombe

Poisson.resid_anscombe(endog, mu, var_weights=1.0, scale=1.0)

The Anscombe residuals

Parameters:

• endog (ndarray) – The endogenous response variable

• mu (ndarray) – The inverse of the link function at the linear predicted values.

• var_weights (array_like) – 1d array of variance (analytic) weights. The default is 1.

• scale (float, optional) – An optional argument to divide the residuals by sqrt(scale). The default is 1.

Returns:

resid_anscombe – The Anscombe residuals for the Poisson family defined below

Return type:

ndarray

Notes

\[resid\_anscombe_i = (3/2) * (endog_i^{2/3} - \mu_i^{2/3}) / \mu_i^{1/6} * \sqrt(var\_weights)\]