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multgee (version 1.5.0)

summary.LORgee: Summary Method Function for Objects of Class `LORgee'

Description

Returns a summary method for GEE marginal models for correlated multinomial responses using ordLORgee and nomLORgee.

Usage

## S3 method for class 'LORgee':
summary(object, \dots)

Arguments

object
a fitted LORgee object.
...
arguments to be passed to or from other methods.

Value

  • Returns an object of the class "LORgee". This has components:
  • titletitle for the GEE model.
  • versionthe current version of the GEE solver.
  • coefficientsthe matrix of coefficients, standard errors, z-values and p-values.
  • linkthe marginal link function.
  • local.odds.ratiosthe `working' local odds ratios structure name along with the estimates.
  • callthe matched call.
  • residualsthe residuals of the marginal regression model. The j-th column corresponds to the j-th response category.
  • niterThe number of iterations the algorithm needed for convergences.
  • pvaluethe p-value based on a Wald test that no covariates are statistically significant.