statsmodels.genmod.families.family.Family
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class statsmodels.genmod.families.family.Family(link, variance)
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The parent class for one-parameter exponential families.
Parameters: link : a link function instance
Link is the linear transformation function. See the individual families for available links.
variance : a variance function
Measures the variance as a function of the mean probabilities. See the individual families for the default variance function.
See also
Methods
deviance
(endog, mu[, scale])Deviance of (endog,mu) pair. fitted
(lin_pred)Fitted values based on linear predictors lin_pred. loglike
(endog, mu[, scale])The loglikelihood function. predict
(mu)Linear predictors based on given mu values. resid_anscombe
(endog, mu)The Anscome residuals. resid_dev
(endog, mu[, scale])The deviance residuals starting_mu
(y)Starting value for mu in the IRLS algorithm. weights
(mu)Weights for IRLS steps
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