cIRT: Choice Item Response Theory

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Jointly model the accuracy of cognitive responses and item choices within a bayesian hierarchical framework as described by Culpepper and Balamuta (2015) <doi:10.1007/s11336-015-9484-7>. In addition, the package contains the datasets used within the analysis of the paper.

Author
Steve Culpepper [aut, cph], James Balamuta [aut, cre, ctb, com, cph]
Date of publication
2016-04-13 09:28:10
Maintainer
James Balamuta <balamut2@illinois.edu>
License
GPL-3
Version
1.2.0

View on CRAN

Man pages

center_matrix
Center a Matrix
choice_matrix
Choice Matrix Data
cIRT
Generic Implementation of Choice IRT MCMC
cIRT_package
Item Response Theory Models with Guided Choice
direct_sum
Direct Sum of Matrices
Generate_Choice
Generate Observed Data from choice model
payout_matrix
Payout Matrix Data
probitHLM
Probit Hierarchial Level Model
riwishart
Generate Random Inverse Wishart Distribution
rmvnorm
Generate Random Multivariate Normal Distribution
rwishart
Generate Random Wishart Distribution
survey_data
Survey Data
Total_Tabulate
Calculate Tabulated Total Scores
trial_matrix
Trial Matrix Data
TwoPLChoicemcmc
Two Parameter Choice IRT Model MCMC

Files in this package

cIRT
cIRT/inst
cIRT/inst/CITATION
cIRT/inst/doc
cIRT/inst/doc/Simulation-Study-with-cIRT.Rmd
cIRT/inst/doc/Package-Overview.html
cIRT/inst/doc/Simulation-Study-with-cIRT.html
cIRT/inst/doc/Estimating-the-Model-in-the-Paper.html
cIRT/inst/doc/Package-Overview.Rmd
cIRT/inst/doc/Estimating-the-Model-in-the-Paper.R
cIRT/inst/doc/Estimating-the-Model-in-the-Paper.Rmd
cIRT/inst/doc/Simulation-Study-with-cIRT.R
cIRT/src
cIRT/src/Makevars
cIRT/src/total_cpp.cpp
cIRT/src/armadillo_manipulations.cpp
cIRT/src/rgens.cpp
cIRT/src/total_cpp.h
cIRT/src/Makevars.win
cIRT/src/RcppExports.cpp
cIRT/src/project_source.cpp
cIRT/src/rgens.h
cIRT/src/armadillo_manipulations.h
cIRT/NAMESPACE
cIRT/NEWS.md
cIRT/data
cIRT/data/payout_matrix.rda
cIRT/data/survey_data.rda
cIRT/data/choice_matrix.rda
cIRT/data/trial_matrix.rda
cIRT/R
cIRT/R/payout_matrix.R
cIRT/R/choice_matrix.R
cIRT/R/RcppExports.R
cIRT/R/trial_matrix.R
cIRT/R/cIRT-package.R
cIRT/R/survey_data.R
cIRT/vignettes
cIRT/vignettes/Simulation-Study-with-cIRT.Rmd
cIRT/vignettes/Package-Overview.Rmd
cIRT/vignettes/Estimating-the-Model-in-the-Paper.Rmd
cIRT/MD5
cIRT/build
cIRT/build/vignette.rds
cIRT/DESCRIPTION
cIRT/man
cIRT/man/center_matrix.Rd
cIRT/man/rmvnorm.Rd
cIRT/man/cIRT.Rd
cIRT/man/trial_matrix.Rd
cIRT/man/payout_matrix.Rd
cIRT/man/TwoPLChoicemcmc.Rd
cIRT/man/riwishart.Rd
cIRT/man/survey_data.Rd
cIRT/man/choice_matrix.Rd
cIRT/man/Generate_Choice.Rd
cIRT/man/cIRT_package.Rd
cIRT/man/Total_Tabulate.Rd
cIRT/man/direct_sum.Rd
cIRT/man/probitHLM.Rd
cIRT/man/rwishart.Rd