statsmodels.genmod.families.family.Gaussian
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class statsmodels.genmod.families.family.Gaussian(link=)
[source] -
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.
Attributes
Gaussian.link a link instance The link function of the Gaussian instance Gaussian.variance varfunc instance variance
is an instance of statsmodels.family.varfuncs.constantMethods
deviance
(endog, mu[, scale])Gaussian deviance function fitted
(lin_pred)Fitted values based on linear predictors lin_pred. loglike
(endog, mu[, scale])Loglikelihood function for Gaussian exponential family distribution. predict
(mu)Linear predictors based on given mu values. resid_anscombe
(endog, mu)The Anscombe residuals for the Gaussian exponential family distribution resid_dev
(endog, mu[, scale])Gaussian deviance residuals starting_mu
(y)Starting value for mu in the IRLS algorithm. weights
(mu)Weights for IRLS steps
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