statsmodels.genmod.families.family.Poisson.starting_mu¶

Poisson.starting_mu(y)¶

Starting value for mu in the IRLS algorithm.

Parameters:¶

yndarray

The untransformed response variable.

Returns:¶

mu_0ndarray

The first guess on the transformed response variable.

Notes

\[\mu_0 = (Y + \overline{Y})/2\]

Only the Binomial family takes a different initial value.