View source: R/summary-ptglmm.R
summary.ptglmm | R Documentation |
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 class 'ptglmm' summary(object, wald = T, silent = F, ...)
object |
an object of class |
wald |
logical. If |
silent |
logical. If |
... |
Further arguments passed to or from other methods. |
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
)
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
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