BTLLasso: Modelling Heterogeneity in Paired Comparison Data

Performs 'BTLLasso', 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.

Author
Gunther Schauberger
Date of publication
2016-12-02 23:12:46
Maintainer
Gunther Schauberger <gunther@stat.uni-muenchen.de>
License
GPL (>= 2)
Version
0.1-4

View on CRAN

Man pages

boot.BTLLasso
Bootstrap function for BTLLasso
BTLLasso
Function to perform BTLLasso
BTLLasso-package
BTLLasso
Buli1516
Bundesliga Data 2015/16 (Buli1516)
ci.BTLLasso
Plot confidence intervals for BTLLasso
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
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
singlepaths
Plot parameter paths for BTLLasso

Files in this package

BTLLasso
BTLLasso/src
BTLLasso/src/Makevars
BTLLasso/src/Makevars.win
BTLLasso/src/RcppExports.cpp
BTLLasso/src/cppfunctions.cpp
BTLLasso/NAMESPACE
BTLLasso/data
BTLLasso/data/GLESsmall.RData
BTLLasso/data/SimData.RData
BTLLasso/data/Buli1516.RData
BTLLasso/data/GLES.RData
BTLLasso/R
BTLLasso/R/bin.fit.Cpp.R
BTLLasso/R/response.BTLLasso.R
BTLLasso/R/bootstrap.R
BTLLasso/R/BTLLasso.R
BTLLasso/R/design.BTLLasso.R
BTLLasso/R/print.boot.BTLLasso.R
BTLLasso/R/BTLLasso-package.R
BTLLasso/R/singlepaths.R
BTLLasso/R/cum.fit.Cpp.R
BTLLasso/R/functions.R
BTLLasso/R/RcppExports.R
BTLLasso/R/print.cv.BTLLasso.R
BTLLasso/R/paths.R
BTLLasso/R/fit.cv.BTLLasso.R
BTLLasso/R/penalties.BTLLasso.R
BTLLasso/R/create.design.R
BTLLasso/R/fit.BTLLasso.R
BTLLasso/R/print.BTLLasso.R
BTLLasso/R/cv.BTLLasso.R
BTLLasso/R/ci.BTLLasso.R
BTLLasso/MD5
BTLLasso/DESCRIPTION
BTLLasso/man
BTLLasso/man/BTLLasso-package.Rd
BTLLasso/man/response.BTLLasso.Rd
BTLLasso/man/paths.Rd
BTLLasso/man/SimData.Rd
BTLLasso/man/ci.BTLLasso.Rd
BTLLasso/man/Buli1516.Rd
BTLLasso/man/ctrl.BTLLasso.Rd
BTLLasso/man/print.BTLLasso.Rd
BTLLasso/man/BTLLasso.Rd
BTLLasso/man/cv.BTLLasso.Rd
BTLLasso/man/GLES.Rd
BTLLasso/man/singlepaths.Rd
BTLLasso/man/boot.BTLLasso.Rd
BTLLasso/man/GLESsmall.Rd
BTLLasso/man/print.cv.BTLLasso.Rd
BTLLasso/man/print.boot.BTLLasso.Rd