BTLLasso: Modelling Heterogeneity in Paired Comparison Data
Version 0.1-6

Performs 'BTLLasso' (Schauberger and Tutz, 2017: Subject-Specific Modelling of Paired Comparison Data - a Lasso-Type Penalty Approach), a method to include different types of variables in paired comparison models and, therefore, to allow for heterogeneity between subjects. Variables can be subject-specific, object-specific and subject-object-specific and can have an influence on the attractiveness/strength of the objects. Suitable L1 penalty terms are used to cluster certain effects and to reduce the complexity of the models.

AuthorGunther Schauberger
Date of publication2017-05-23 17:27:22 UTC
MaintainerGunther Schauberger <gunther@stat.uni-muenchen.de>
LicenseGPL (>= 2)
Version0.1-6
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("BTLLasso")

Getting started

Package overview

Popular man pages

Buli1516: Bundesliga Data 2015/16 (Buli1516)
ctrl.BTLLasso: Control function for BTLLasso
print.boot.BTLLasso: Print function for boot.BTLLasso objects
print.BTLLasso: Print function for BTLLasso objects
response.BTLLasso: Create response object for BTLLasso
SimData: Simulated data set for illustration
boot.BTLLasso: Bootstrap function for BTLLasso
See all...

All man pages Function index File listing

Man pages

boot.BTLLasso: Bootstrap function for BTLLasso
BTLLasso: Function to perform BTLLasso
BTLLasso-package: BTLLasso
Buli1516: Bundesliga Data 2015/16 (Buli1516)
BuliResponse: Bundesliga Data Response Data (BuliResponse)
ctrl.BTLLasso: Control function for BTLLasso
cv.BTLLasso: Cross-validation function for BTLLasso
GLES: German Longitudinal Election Study (GLES)
GLESsmall: Subset of the GLES data set with 200 observations and 4...
paths: Plot covariate paths for BTLLasso
plot.boot.BTLLasso: Plot bootstrap intervals for BTLLasso
plot.BTLLasso: Plot parameter paths for BTLLasso
predict.BTLLasso: Predict function for BTLLasso
print.boot.BTLLasso: Print function for boot.BTLLasso objects
print.BTLLasso: Print function for BTLLasso objects
print.cv.BTLLasso: Print function for cv.BTLLasso objects
response.BTLLasso: Create response object for BTLLasso
SimData: Simulated data set for illustration

Functions

BTLLasso Man page Source code
BTLLasso-package Man page
Buli1516 Man page
BuliResponse Man page
GLES Man page
GLESsmall Man page
SimData Man page
bin.fit.Cpp Source code
binfit Source code
boot.BTLLasso Man page Source code
bootY Source code
check Source code
coef.BTLLasso Source code
coef.cv.BTLLasso Source code
create.design Source code
create.design.X Source code
ctrl.BTLLasso Man page Source code
cum.fit.Cpp Source code
cumfit Source code
cumul.response Source code
cv.BTLLasso Man page Source code
design.BTLLasso Source code
df.BTLLasso Source code
expand.coefs Source code
find.lambda Source code
fit.BTLLasso Source code
fit.cv.BTLLasso Source code
fun.check Source code
logLik.cv.BTLLasso Source code
loglik Source code
paths Man page Source code
penalties.BTLLasso Source code
plot.BTLLasso Man page Source code
plot.boot.BTLLasso Man page Source code
plot.comp Source code
predBTLLasso Source code
predict.BTLLasso Man page Source code
predict.help Source code
print.BTLLasso Man page Source code
print.boot.BTLLasso Man page Source code
print.cv.BTLLasso Man page Source code
reparam Source code
response.BTLLasso Man page Source code
subsetY Source code

Files

src
src/Makevars
src/registerDynamicSymbol.c
src/Makevars.win
src/RcppExports.cpp
src/cppfunctions.cpp
NAMESPACE
data
data/GLESsmall.RData
data/SimData.RData
data/BuliResponse.RData
data/Buli1516.RData
data/GLES.RData
R
R/bin.fit.Cpp.R
R/response.BTLLasso.R
R/plot.BTLLasso.R
R/BTLLasso.R
R/coef.cv.BTLLasso.R
R/find.lambda.R
R/design.BTLLasso.R
R/print.boot.BTLLasso.R
R/plot.boot.BTLLasso.R
R/BTLLasso-package.R
R/cum.fit.Cpp.R
R/functions.R
R/RcppExports.R
R/predict.help.R
R/print.cv.BTLLasso.R
R/boot.BTLLasso.R
R/paths.R
R/predict.BTLLasso.R
R/fit.cv.BTLLasso.R
R/df.BTLLasso.R
R/penalties.BTLLasso.R
R/create.design.R
R/fit.BTLLasso.R
R/print.BTLLasso.R
R/cv.BTLLasso.R
MD5
DESCRIPTION
man
man/BTLLasso-package.Rd
man/response.BTLLasso.Rd
man/paths.Rd
man/SimData.Rd
man/BuliResponse.Rd
man/predict.BTLLasso.Rd
man/Buli1516.Rd
man/ctrl.BTLLasso.Rd
man/print.BTLLasso.Rd
man/BTLLasso.Rd
man/cv.BTLLasso.Rd
man/GLES.Rd
man/boot.BTLLasso.Rd
man/GLESsmall.Rd
man/plot.BTLLasso.Rd
man/print.cv.BTLLasso.Rd
man/plot.boot.BTLLasso.Rd
man/print.boot.BTLLasso.Rd
BTLLasso documentation built on May 24, 2017, 1:04 a.m.

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