minque: An R Package for Linear Mixed Model Analyses

This package offers three important components: (1) to construct a use-defined linear mixed model, (2) to employ one of linear mixed model approaches: minimum norm quadratic unbiased estimation (MINQUE) (Rao, 1971) for variance component estimation and random effect prediction; and (3) to employ a jackknife resampling technique to conduct various statistical tests. In addition, this package provides the function for model or data evaluations.This R package offers fast computations for large data sets analyses for various irregular data structures.

Author
Jixiang Wu
Date of publication
2014-09-08 06:58:28
Maintainer
Jixiang Wu <qgtools@gmail.com>
License
GPL-2
Version
1.1

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Man pages

brate
Cotton boll retention rate data
cot
Twenty four cotton genotypes with four agronomic traits
lmm
An R function for linear mixed model analysis.
lmm.check
An R function to obtain information from a linear mixed model
lmm.jack
An R function for linear mixed model analysis
lmm.perm
An R function for linear mixed model analysis and permutation...
lmm.simu
An R function for linear mixed model simulation.
lmm.simudata
An R function to generate a simulated data set
lmm.simu.jack
An R function for linear mixed model simulation.
maize
Maize variety trial
mq-package
An R Package for Various Linear Mixed Models Analyses
ncii
NC design II F1 data

Files in this package

minque
minque/NAMESPACE
minque/data
minque/data/brate.rda
minque/data/cot.rda
minque/data/maize.rda
minque/data/ncii.rda
minque/R
minque/R/lmm.mq.perm.R
minque/R/Umatrix.R
minque/R/lmm.reml.jack.R
minque/R/minquefunction4.r
minque/R/lmm.mq.jack.R
minque/R/lmm.mq.R
minque/R/generateu.R
minque/R/remlfunctions.R
minque/R/lmm.mq.simu.R
minque/R/lmm.reml.R
minque/MD5
minque/DESCRIPTION
minque/man
minque/man/cot.Rd
minque/man/lmm.perm.Rd
minque/man/mq-package.Rd
minque/man/brate.Rd
minque/man/lmm.check.Rd
minque/man/lmm.Rd
minque/man/maize.Rd
minque/man/lmm.simudata.Rd
minque/man/lmm.simu.Rd
minque/man/ncii.Rd
minque/man/lmm.simu.jack.Rd
minque/man/lmm.jack.Rd