InverseGaussian.resid_dev()

statsmodels.genmod.families.family.InverseGaussian.resid_dev

InverseGaussian.resid_dev(endog, mu, scale=1.0) [source]

Returns the deviance residuals for the inverse Gaussian family.

Parameters:

endog : array-like

Endogenous response variable

mu : array-like

Fitted mean response variable

freq_weights : array-like

1d array of frequency weights. The default is 1.

scale : float, optional

An optional argument to divide the residuals by scale. The default is 1.

Returns:

resid_dev : array

Deviance residuals as defined below

Notes

resid\_dev_i = sign(Y_i - \mu_i) *
               \sqrt {(Y_i - \mu_i)^2 / (Y_i * \mu_i^2)} / scale

© 2009–2012 Statsmodels Developers
© 2006–2008 Scipy Developers
© 2006 Jonathan E. Taylor
Licensed under the 3-clause BSD License.
http://www.statsmodels.org/stable/generated/statsmodels.genmod.families.family.InverseGaussian.resid_dev.html

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