mme: Multinomial Mixed Effects Models

mme fit Gaussian Multinomial mixed-effects models for small area estimation: Model 1, with one random effect in each category of the response variable; Model 2, introducing independent time effect; Model 3, introducing correlated time effect. mme calculates analytical and parametric bootstrap MSE estimators.

Author
E. Lopez-Vizcaino, M.J. Lombardia and D. Morales
Date of publication
2014-08-29 16:21:38
Maintainer
E. Lopez-Vizcaino <mestherlv32@gmail.com>
License
GPL (>= 2)
Version
0.1-5

View on CRAN

Man pages

addtolist
Add items from a list
addtomatrix
Add rows from a matrix
ci
Standard deviation and p-values of the estimated model...
data.mme
Function to generate matrices and the initial values
Fbetaf
Inverse of the Fisher information matrix of the fixed and...
Fbetaf.ct
Inverse of the Fisher information matrix of fixed and random...
Fbetaf.it
The inverse of the Fisher information matrix of the fixed and...
initial.values
Initial values for fitting algorithm to estimate the fixed...
mmedata
Create objects of class mmedata
mme-package
Multinomial Mixed Effects Models
model
Choose between the three models
modelfit1
Function used to fit Model 1
modelfit2
Function to fit Model 2
modelfit3
Function used to fit Model 3
mseb
Bias and MSE using parametric bootstrap
msef
Analytic MSE for Model 1
msef.ct
Analytic MSE for Model 3
msef.it
Analytic MSE for Model 2
omega
Model correlation matrix for Model 3
phi.direct
Variance components for Model 1
phi.direct.ct
Variance components for Model 3
phi.direct.it
Variance components for Model 2
phi.mult
Initial values for the variance components for Model 1
phi.mult.ct
Initial values for the variance components in Model 3
phi.mult.it
Initial values for the variance components in Model 2
print.mme
Print objects of class mme
prmu
Estimated mean and probabilities for Model 1
prmu.time
Estimated mean and probabilities for Model 2 and 3
simdata
Dataset for Model 1
simdata2
Dataset for Model 2
simdata3
Dataset for Model 3
sPhikf
Fisher information matrix and score vectors of the variance...
sPhikf.ct
Fisher information matrix and score vectors of the variance...
sPhikf.it
Fisher information matrix and score vectors of the variance...
wmatrix
Model variance-covariance matrix of the multinomial mixed...

Files in this package

mme
mme/inst
mme/inst/doc
mme/inst/doc/mme_vignette.R
mme/inst/doc/mme_vignette.Rnw
mme/inst/doc/mme_vignette.pdf
mme/inst/CHANGES.txt
mme/NAMESPACE
mme/demo
mme/demo/fitmodel2.r
mme/demo/fitmodel1.r
mme/demo/fitmodel3.r
mme/demo/00Index
mme/data
mme/data/simdata.rda
mme/data/simdata2.rda
mme/data/simdata3.rda
mme/R
mme/R/modelfit2.R
mme/R/mme-package.r
mme/R/blockdiag.R
mme/R/utilities.R
mme/R/modelfit1.R
mme/R/modelfit3.R
mme/R/zzz.R
mme/vignettes
mme/vignettes/bieb_vignete.bib
mme/vignettes/mme_vignette.Rnw
mme/MD5
mme/build
mme/build/vignette.rds
mme/DESCRIPTION
mme/man
mme/man/simdata2.Rd
mme/man/mme-package.Rd
mme/man/msef.it.Rd
mme/man/prmu.time.Rd
mme/man/ci.Rd
mme/man/mseb.Rd
mme/man/modelfit2.Rd
mme/man/data.mme.Rd
mme/man/phi.mult.it.Rd
mme/man/mmedata.Rd
mme/man/prmu.Rd
mme/man/model.Rd
mme/man/phi.mult.Rd
mme/man/sPhikf.ct.Rd
mme/man/print.mme.Rd
mme/man/sPhikf.Rd
mme/man/Fbetaf.Rd
mme/man/msef.Rd
mme/man/initial.values.Rd
mme/man/phi.direct.Rd
mme/man/msef.ct.Rd
mme/man/omega.Rd
mme/man/Fbetaf.ct.Rd
mme/man/addtomatrix.Rd
mme/man/simdata.Rd
mme/man/sPhikf.it.Rd
mme/man/phi.direct.ct.Rd
mme/man/modelfit1.Rd
mme/man/phi.mult.ct.Rd
mme/man/wmatrix.Rd
mme/man/addtolist.Rd
mme/man/simdata3.Rd
mme/man/modelfit3.Rd
mme/man/phi.direct.it.Rd
mme/man/Fbetaf.it.Rd