Marginal Analysis of Misclassified Longitudinal Ordinal Data
c(
person("Yuliang", "Xu", email = "y455xu@uwaterloo.ca", role = c("aut","cre")),
person("Zhijian", "Chen", email = " ", role = "aut"),
person("Shuo Shuo", "Liu", email = "shuoshuo.liu@psu.edu", role = "aut"),
person("Grace", "Yi", email = "yyi@uwaterloo.ca", role = "aut"))
Three estimating equation methods are provided in this package for marginal analysis of longitudinal ordinal data with misclassified responses and covariates.
The naive analysis which is solely based on the observed data without adjustment may lead to bias.
The corrected generalized estimating equations (GEE2) method which is unbiased requires the misclassification parameters to be known beforehand.
The corrected generalized estimating equations (GEE2) with validation subsample method estimates the misclassification parameters based on a given
validation set. This package is an implementation
of Chen (2013) <doi:10.1002/bimj.201200195>.
Yuliang Xu [aut, cre],
Zhijian Chen [aut],
Shuo Shuo Liu [aut],
Grace Yi [aut]

c(
person("Yuliang", "Xu", email = "yuliangx@umich.edu", role = c("aut","cre")),
person("Zhijian", "Chen", email = " ", role = "aut"),
person("Shuo Shuo", "Liu", email = "shuoshuo.liu@psu.edu", role = "aut"),
person("Grace", "Yi", email = "yyi@uwaterloo.ca", role = "aut"))

Multivariate Generalised Gaussian Distribution; Kullback-Leibler
Divergence
c(
person("Pierre", "Santagostini", email = "pierre.santagostini@agrocampus-ouest.fr", role = c("aut", "cre")),
person("Nizar", "Bouhlel", email = c("nizar.bouhlel@agrocampus-ouest.fr", "nizar.bouhlel@inrae.fr"), role = c("aut"))
)
Distance between multivariate generalised Gaussian distributions, as presented by N. Bouhlel and A. Dziri (2019) <doi:10.1109/LSP.2019.2915000>. Manipulation of multivariate generalised Gaussian distributions (methods presented by Gomez, Gomez-Villegas and Marin (1998) <doi:10.1080/03610929808832115> and Pascal, Bombrun, Tourneret and Berthoumieu (2013) <doi:10.1109/TSP.2013.2282909>).
Pierre Santagostini [aut, cre],
Nizar Bouhlel [aut]