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lmeInfo
View on CRAN: Click
here
Download and install lmeInfo package within the R console
Install from CRAN:
install.packages("lmeInfo")
Install from Github:
library("remotes")
install_github("cran/lmeInfo")
Install by package version:
library("remotes")
install_version("lmeInfo", "0.3.2")
Attach the package and use:
library("lmeInfo")
Maintained by
Man Chen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-04-26
Latest Update: 2023-04-17
Description:
Provides analytic derivatives and information matrices for
fitted linear mixed effects (lme) models and generalized least squares (gls) models
estimated using lme() (from package 'nlme') and gls() (from package 'nlme'), respectively.
The package includes functions for estimating the sampling variance-covariance of variance
component parameters using the inverse Fisher information. The variance components include
the parameters of the random effects structure (for lme models), the variance structure,
and the correlation structure. The expected and average forms of the Fisher information matrix
are used in the calculations, and models estimated by full maximum likelihood or
restricted maximum likelihood are supported. The package also includes a function for estimating
standardized mean difference effect sizes (Pustejovsky, Hedges, and Shadish (2014) )
based on fitted lme or gls models.
How to cite:
Man Chen (2020). lmeInfo: Information Matrices for 'lmeStruct' and 'glsStruct' Objects. R package version 0.3.2, https://cran.r-project.org/web/packages/lmeInfo
Previous versions and publish date:
Other packages that cited lmeInfo R package
View lmeInfo citation profile
Other R packages that lmeInfo depends,
imports, suggests or enhances
Functions, R codes and Examples using
the lmeInfo R package
Some associated functions: Bryant2016 . CI_g . Fisher_info . extract_varcomp . g_mlm . varcomp_vcov .
Some associated R codes: build-variance-matrices.R . confidence-interval-functions.R . data-documentation.R . derivatives.R . function-checking.R . g_mlm.R . information-matrices.R . matrix-functions.R . Full lmeInfo package functions and examples
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