scikits.statsmodels.family.family.Gaussian

class scikits.statsmodels.family.family.Gaussian(link=<scikits.statsmodels.family.links.Power object at 0x01A80EF0>)

Gaussian exponential family distribution.

Parameters:

link : a link instance, optional

The default link for the Gaussian family is the identity link. Available links are log, identity, and inverse. See statsmodels.family.links for more information.

See also

statsmodels.family.family.Family

Attributes

link Helper method to get the link for a family.
variance

Methods

devresid(Y, mu) Gaussian deviance residuals
deviance(Y, mu) Gaussian deviance function
loglike(Y, mu[, scale]) Loglikelihood function for Gaussian exponential family distribution.
resid_anscombe(Y, mu) The Anscombe residuals for the Gaussian exponential family distribution

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