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ptmixed (version 1.1.3)
Poisson-Tweedie Generalized Linear Mixed Model
Description
Fits the Poisson-Tweedie generalized linear mixed model described in Signorelli et al. (2021,
). Likelihood approximation based on adaptive Gauss Hermite quadrature rule.
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Install
install.packages('ptmixed')
Monthly Downloads
176
Version
1.1.3
License
GPL-3
Maintainer
Mirko Signorelli
Last Published
August 18th, 2022
Functions in ptmixed (1.1.3)
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loglik.pt.1re
Loglikelihood of Poisson-Tweedie generalized linear mixed model with random intercept
summary.ptglmm
Summarizing Poisson-Tweedie and negative binomial mixed model estimation results
summary.ptglm
Summarizing Poisson-Tweedie and negative binomial GLM estimation results
ptmixed
Poisson-Tweedie generalized linear mixed model
pmf
Probability mass function plot for a discrete variable
ranef
Compute random effects for Poisson-Tweedie and negative binomial mixed model
nbglm
Negative binomial generalized linear model
wald.test
Wald test for regression coefficients
simulate_ptglmm
Simulate data from the Poisson-Tweedie generalized linear mixed model
df1
Example dataset with longitudinal counts
make.spaghetti
Generate a spaghetti plot to visualize longitudinal data
nbmixed
Negative binomial generalized linear mixed model
ptglm
Poisson-Tweedie generalized linear model