R2MLwiN: Running 'MLwiN' from Within R

An R command interface to the 'MLwiN' multilevel modelling software package.

Author
Zhengzheng Zhang [aut, cre], Chris Charlton [aut], Richard Parker [aut], George Leckie [aut], William Browne [aut]
Date of publication
2016-09-07 08:48:59
Maintainer
Zhengzheng Zhang <zhengzheng236@gmail.com>
License
GPL (>= 2)
Version
0.8-3
URLs

View on CRAN

Man pages

alevchem
Chemistry A-level results from one exam board
bang
Sub-sample from the 1989 Bangladesh Fertility Survey (see Huq...
bang1
Sub-sample from the 1989 Bangladesh Fertility Survey
BD
Calculates Brooks-Draper diagnostic
bes83
Subsample from British Election Study, '83.
caterpillar
Draws a caterpillar plot (in MLwiN style).
caterpillarR
Draws caterpillar plots of the residuals from a...
coef-mlwinfitIGLS-method
Extract the coefficient vector from "mlwinfitIGLS" objects
coef-mlwinfitMCMC-method
Extract the coefficient vector from "mlwinfitMCMC" objects
deviance-mlwinfitIGLS-method
Returns the deviance from "mlwinfitIGLS" objects.
df2matrix
Translates a data.frame, formatted for use in multiple...
df.residual-mlwinfitIGLS-method
Returns the residual degrees-of-freedom extracted from...
diag1
Examination dataset
double2singlePrecision
Converts numerical values from double precision to single...
extract-methods-igls
Extract or Replace parts of "mlwinfitIGLS" objects
extract-methods-mcmc
Extract or Replace parts of "mlwinfitMCMC" objects
extract-mlwinfitIGLS-method
Extract coefficients and GOF measures from a statistical...
extract-mlwinfitMCMC-method
Extract coefficients and GOF measures from a statistical...
fitted-mlwinfitIGLS-method
Returns the fitted values from "mlwinfitIGLS" objects.
fitted-mlwinfitMCMC-method
Returns the fitted values from "mlwinfitMCMC" objects.
formula-mlwinfitIGLS-method
"mlwinfitIGLS" model formula
formula-mlwinfitMCMC-method
"mlwinfitMCMC" model formula
Formula.translate
An internal function to translate an R formula into an R list...
Formula.translate.compat
An internal function, allowing back-compatibility, which...
gcsecomp1
Pupils' marks from GCSE exams (UK, 1989); complete cases...
gcsemv1
Pupils' marks from GCSE exams (UK, 1989).
getSummary-mlwinfitIGLS-method
Extract coefficients and GOF measures from a statistical...
getSummary-mlwinfitMCMC-method
Extract coefficients and GOF measures from a statistical...
height
Height data.
hungary1
Hungarian component of 2nd International Science Survey, '84;...
jspmix1
Dataset of pupils' test scores, a subset of the Junior School...
lips1
Lips data
logLik-mlwinfitIGLS-method
Returns the log-likelihood from "mlwinfitIGLS" objects.
matrix2df
For multiple membership models, translates matrix into a...
MCSE
Calculates the estimated Monte Carlo standard error (MCSE)
mlwin2bugs
This function captures output files from MLwiN for estimation...
mlwinfitIGLS-class
An S4 class that stores the outputs of the fitted IGLS model.
mlwinfitMCMC-class
An S4 class that stores the outputs of the fitted MCMC model.
mmmec
EC data on UV radiation exposure & malignant melanoma.
nobs-mlwinfitIGLS-method
Returns the number of used observations from "mlwinfitIGLS"...
nobs-mlwinfitMCMC-method
Returns the number of used observations from "mlwinfitMCMC"...
predCurves
Draws predicted curves (lines) using estimates from the fixed...
predict-mlwinfitIGLS-method
Returns the predicted data from "mlwinfitIGLS" objects.
predict-mlwinfitMCMC-method
Returns the predicted data from "mlwinfitMCMC" objects.
predLines
Draws predicted lines using a fitted model object
prior2macro
Translates informative prior information into a concise MLwiN...
R2MLwiN
Running MLwiN from within R
rats
Weights of 30 rats, measured weekly over 5 weeks.
reading1
Students' reading attainment in inner London infant schools.
residuals-mlwinfitIGLS-method
Returns the residual data from "mlwinfitIGLS" objects.
residuals-mlwinfitMCMC-method
Returns the residual data from "mlwinfitMCMC" objects.
runMLwiN
Calls MLwiN from R.
sixway
Draws a sixway plot of MCMC diagnostics.
summary-methods-igls
Summarize "mlwinfitIGLS" objects
summary-methods-mcmc
Summarize "mlwinfitMCMC" objects
trajectories
Plots MCMC chain trajectories
tutorial
Exam results for six inner London Education Authorities
Untoggle
Converts a categorical variable into several separate binary...
update-mlwinfitIGLS-method
Update "mlwinfitIGLS" objects
update-mlwinfitMCMC-method
Update "mlwinfitMCMC" objects
vcov-mlwinfitIGLS-method
Extract the approximate variance-covariance matrix from...
vcov-mlwinfitMCMC-method
Extract the approximate variance-covariance matrix from...
wage1
Simulated dataset of office workers' salary and other...
write.IGLS
Writes MLwiN macros to fit models using the iterative...
write.MCMC
Writes MLwiN macros to fit models using Markov chain Monte...
ws2foreign
Converts data from one format to another within MLwiN
xc
Examination scores of 16-year olds in Fife, Scotland.
xc1
Examination scores of 16-year olds in Fife, Scotland.

Files in this package

R2MLwiN
R2MLwiN/inst
R2MLwiN/inst/CITATION
R2MLwiN/NAMESPACE
R2MLwiN/demo
R2MLwiN/demo/MCMCGuide24.R
R2MLwiN/demo/MCMCGuide06.R
R2MLwiN/demo/UserGuide12.R
R2MLwiN/demo/UserGuide13.R
R2MLwiN/demo/MCMCGuide10.R
R2MLwiN/demo/MCMCGuide03.R
R2MLwiN/demo/MCMCGuide18.R
R2MLwiN/demo/MCMCGuide23.R
R2MLwiN/demo/MCMCGuide04.R
R2MLwiN/demo/UserGuide11.R
R2MLwiN/demo/UserGuide05.R
R2MLwiN/demo/MCMCGuide05.R
R2MLwiN/demo/MCMCGuide08.R
R2MLwiN/demo/MCMCGuide02.R
R2MLwiN/demo/MCMCGuide15.R
R2MLwiN/demo/UserGuide09.R
R2MLwiN/demo/MCMCGuide12.R
R2MLwiN/demo/UserGuide03.R
R2MLwiN/demo/MCMCGuide19.R
R2MLwiN/demo/UserGuide14.R
R2MLwiN/demo/UserGuide02.R
R2MLwiN/demo/UserGuide15.R
R2MLwiN/demo/UserGuide06.R
R2MLwiN/demo/00Index
R2MLwiN/demo/MCMCGuide11.R
R2MLwiN/demo/MCMCGuide14.R
R2MLwiN/demo/MCMCGuide09.R
R2MLwiN/demo/MCMCGuide22.R
R2MLwiN/demo/MCMCGuide01.R
R2MLwiN/demo/UserGuide10.R
R2MLwiN/demo/MCMCGuide21.R
R2MLwiN/demo/MCMCGuide16.R
R2MLwiN/demo/UserGuide16.R
R2MLwiN/demo/MCMCGuide25.R
R2MLwiN/demo/MCMCGuide13.R
R2MLwiN/demo/UserGuide04.R
R2MLwiN/demo/MCMCGuide17.R
R2MLwiN/demo/UserGuide18.R
R2MLwiN/demo/MCMCGuide07.R
R2MLwiN/demo/UserGuide07.R
R2MLwiN/demo/MCMCGuide20.R
R2MLwiN/NEWS
R2MLwiN/data
R2MLwiN/data/reading1.rda
R2MLwiN/data/rats.rda
R2MLwiN/data/height.rda
R2MLwiN/data/bang1.rda
R2MLwiN/data/bang.rda
R2MLwiN/data/lips1.rda
R2MLwiN/data/gcsemv1.rda
R2MLwiN/data/xc1.rda
R2MLwiN/data/gcsecomp1.rda
R2MLwiN/data/tutorial.rda
R2MLwiN/data/alevchem.rda
R2MLwiN/data/jspmix1.rda
R2MLwiN/data/hungary1.rda
R2MLwiN/data/diag1.rda
R2MLwiN/data/xc.rda
R2MLwiN/data/bes83.rda
R2MLwiN/data/wage1.rda
R2MLwiN/data/mmmec.rda
R2MLwiN/R
R2MLwiN/R/Formula.translate.R
R2MLwiN/R/mlwinfitIGLS.R
R2MLwiN/R/Formula.translate.compat.R
R2MLwiN/R/runMLwiN.R
R2MLwiN/R/write.MCMC.R
R2MLwiN/R/caterpillar.R
R2MLwiN/R/predCurves.r
R2MLwiN/R/trajectories.R
R2MLwiN/R/df2matrix.R
R2MLwiN/R/matrix2df.R
R2MLwiN/R/Untoggle.R
R2MLwiN/R/prior2macro.R
R2MLwiN/R/ws2foreign.R
R2MLwiN/R/init.R
R2MLwiN/R/predLines.r
R2MLwiN/R/sixway.R
R2MLwiN/R/mlwinfitMCMC.R
R2MLwiN/R/caterpillarR.R
R2MLwiN/R/double2singlePrecision.R
R2MLwiN/R/MCSE.R
R2MLwiN/R/BD.R
R2MLwiN/R/mlwin2bugs.R
R2MLwiN/R/pkgname.R
R2MLwiN/R/write.IGLS.R
R2MLwiN/MD5
R2MLwiN/DESCRIPTION
R2MLwiN/man
R2MLwiN/man/mmmec.Rd
R2MLwiN/man/caterpillarR.Rd
R2MLwiN/man/double2singlePrecision.Rd
R2MLwiN/man/formula-mlwinfitMCMC-method.Rd
R2MLwiN/man/coef-mlwinfitMCMC-method.Rd
R2MLwiN/man/runMLwiN.Rd
R2MLwiN/man/rats.Rd
R2MLwiN/man/gcsecomp1.Rd
R2MLwiN/man/hungary1.Rd
R2MLwiN/man/wage1.Rd
R2MLwiN/man/reading1.Rd
R2MLwiN/man/height.Rd
R2MLwiN/man/Formula.translate.compat.Rd
R2MLwiN/man/coef-mlwinfitIGLS-method.Rd
R2MLwiN/man/diag1.Rd
R2MLwiN/man/jspmix1.Rd
R2MLwiN/man/df2matrix.Rd
R2MLwiN/man/bang.Rd
R2MLwiN/man/predict-mlwinfitMCMC-method.Rd
R2MLwiN/man/mlwin2bugs.Rd
R2MLwiN/man/xc.Rd
R2MLwiN/man/gcsemv1.Rd
R2MLwiN/man/logLik-mlwinfitIGLS-method.Rd
R2MLwiN/man/trajectories.Rd
R2MLwiN/man/extract-methods-igls.Rd
R2MLwiN/man/residuals-mlwinfitIGLS-method.Rd
R2MLwiN/man/xc1.Rd
R2MLwiN/man/extract-mlwinfitIGLS-method.Rd
R2MLwiN/man/R2MLwiN.Rd
R2MLwiN/man/write.MCMC.Rd
R2MLwiN/man/residuals-mlwinfitMCMC-method.Rd
R2MLwiN/man/predict-mlwinfitIGLS-method.Rd
R2MLwiN/man/alevchem.Rd
R2MLwiN/man/Formula.translate.Rd
R2MLwiN/man/mlwinfitMCMC-class.Rd
R2MLwiN/man/tutorial.Rd
R2MLwiN/man/getSummary-mlwinfitMCMC-method.Rd
R2MLwiN/man/extract-mlwinfitMCMC-method.Rd
R2MLwiN/man/extract-methods-mcmc.Rd
R2MLwiN/man/mlwinfitIGLS-class.Rd
R2MLwiN/man/BD.Rd
R2MLwiN/man/getSummary-mlwinfitIGLS-method.Rd
R2MLwiN/man/formula-mlwinfitIGLS-method.Rd
R2MLwiN/man/MCSE.Rd
R2MLwiN/man/sixway.Rd
R2MLwiN/man/matrix2df.Rd
R2MLwiN/man/vcov-mlwinfitMCMC-method.Rd
R2MLwiN/man/write.IGLS.Rd
R2MLwiN/man/bang1.Rd
R2MLwiN/man/fitted-mlwinfitMCMC-method.Rd
R2MLwiN/man/summary-methods-igls.Rd
R2MLwiN/man/update-mlwinfitIGLS-method.Rd
R2MLwiN/man/nobs-mlwinfitIGLS-method.Rd
R2MLwiN/man/prior2macro.Rd
R2MLwiN/man/df.residual-mlwinfitIGLS-method.Rd
R2MLwiN/man/lips1.Rd
R2MLwiN/man/summary-methods-mcmc.Rd
R2MLwiN/man/deviance-mlwinfitIGLS-method.Rd
R2MLwiN/man/update-mlwinfitMCMC-method.Rd
R2MLwiN/man/vcov-mlwinfitIGLS-method.Rd
R2MLwiN/man/predLines.Rd
R2MLwiN/man/ws2foreign.Rd
R2MLwiN/man/fitted-mlwinfitIGLS-method.Rd
R2MLwiN/man/caterpillar.Rd
R2MLwiN/man/nobs-mlwinfitMCMC-method.Rd
R2MLwiN/man/predCurves.Rd
R2MLwiN/man/bes83.Rd
R2MLwiN/man/Untoggle.Rd