Provides parameter estimates, standard errors and univariate Wald test
for the Poisson-Tweedie and negative binomial generalized
linear mixed models (fitted through ptmixed and
nbmixed respectively)
# S3 method for ptglmm
summary(object, wald = T, silent = F, ...)A list with the following elements: value of the loglikelihood at the MLE (logl),
table with maximum likelihood estimates of the regression coefficients, SEs and Wald tests coefficients,
and maximum likelihood estimates of the other parameters (D, a and sigma2)
an object of class ptglmm (obtained
from ptmixed or nbmixed).
logical. If TRUE, standard errors and univariate Wald test are computed. Default is TRUE.
logical. If TRUE, information on parameter estimates and
tests is not printed on screen. Default is FALSE (info is printed)
Further arguments passed to or from other methods.
Mirko Signorelli
Signorelli, M., Spitali, P., Tsonaka, R. (2021). Poisson-Tweedie mixed-effects model: a flexible approach for the analysis of longitudinal RNA-seq data. Statistical Modelling, 21 (6), 520-545. URL: https://doi.org/10.1177/1471082X20936017
ptmixed, nbmixed and the examples therein