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.

AuthorE. Lopez-Vizcaino, M.J. Lombardia and D. Morales
Date of publication2014-08-29 16:21:38
MaintainerE. Lopez-Vizcaino <mestherlv32@gmail.com>
LicenseGPL (>= 2)
Version0.1-5

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...

Functions

addtolist Man page
addtomatrix Man page
ci Man page
data.mme Man page
Fbetaf Man page
Fbetaf.ct Man page
Fbetaf.it Man page
initial.values Man page
mme Man page
mmedata Man page
mme-package Man page
model Man page
modelfit1 Man page
modelfit2 Man page
modelfit3 Man page
mseb Man page
msef Man page
msef.ct Man page
msef.it Man page
omega Man page
phi.direct Man page
phi.direct.ct Man page
phi.direct.it Man page
phi.mult Man page
phi.mult.ct Man page
phi.mult.it Man page
print.mme Man page
prmu Man page
prmu.time Man page
simdata Man page
simdata2 Man page
simdata3 Man page
sPhikf Man page
sPhikf.ct Man page
sPhikf.it Man page
wmatrix Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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