3.5.5.1. statsmodels.genmod.families¶
This module contains the one-parameter exponential families used for fitting GLMs and GAMs.
These families are described in
P. McCullagh and J. A. Nelder. “Generalized linear models.” Monographs on Statistics and Applied Probability. Chapman & Hall, London, 1983.
3.5.5.1.1. Classes¶
Binomial([link]) |
Binomial exponential family distribution. |
Family(link, variance) |
The parent class for one-parameter exponential families. |
Gamma([link]) |
Gamma exponential family distribution. |
Gaussian([link]) |
Gaussian exponential family distribution. |
InverseGaussian([link]) |
InverseGaussian exponential family. |
NegativeBinomial([link, alpha]) |
Negative Binomial exponential family. |
Poisson([link]) |
Poisson exponential family. |