gfilmm: Generalized Fiducial Inference for Normal Linear Mixed Models

Simulation of the generalized fiducial distribution for normal linear mixed models with interval data. Fiducial inference is somehow similar to Bayesian inference, in the sense that it is based on a distribution that represents the uncertainty about the parameters, like the posterior distribution in Bayesian statistics. It does not require a prior distribution, and it yields results close to frequentist results. Reference: Cisewski and Hannig (2012) <doi:10.1214/12-AOS1030>.

Package details

AuthorStéphane Laurent [aut, cre], Jessi Cisewski [aut, ctb] (author of the original Matlab code, <https://orcid.org/0000-0002-9656-2272>)
MaintainerStéphane Laurent <laurent_step@outlook.fr>
LicenseGPL-3
Version2.0.4
URL https://github.com/stla/gfilmm
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("gfilmm")

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gfilmm documentation built on June 25, 2021, 5:08 p.m.