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npmlreg (version 0.46-5)

summary.glmmNPML: Summarizing finite mixture regression fits

Description

These functions are the summary and print methods for objects of type glmmNPML and glmmGQ.

Usage

# S3 method for glmmNPML
summary(object, digits = max(3, getOption("digits") - 3), ...)
# S3 method for glmmGQ
summary(object, digits = max(3, getOption("digits") - 3), ...)
# S3 method for glmmNPML
print(x, digits=max(3,getOption('digits')-3), ...)
# S3 method for glmmGQ
print(x, digits=max(3,getOption('digits')-3),  ...)

Arguments

object

a fitted object of class glmmNPML or glmmGQ.

x

a fitted object of class glmmNPML or glmmGQ.

digits

number of digits; applied on various displayed quantities.

further arguments, which will mostly be ignored.

Value

Prints regression output or summary on screen.

Objects returned by summary.glmmNPML or summary.glmmGQ are essentially identical to objects of class glmmNPML or glmmGQ. However, their $coef component contains the parameter standard errors and t values (taken from the GLM fitted in the last EM iteration), and they have two additional components $dispersion and $lastglmsumm providing the estimated dispersion parameter and a summary of the glm fitted in the last EM iteration.

Details

The summary...- and print... -functions invoke the generic UseMethod(...) function and detect the right model class automatically. In other words, it is enough to write summary(...) or print(...).

References

Aitkin, M., Francis, B. and Hinde, J. (2009). Statistical Modelling in R. Oxford Statistical Science Series, Oxford, UK.

See Also

alldist, allvc, summary, print, family.glmmNPML