ltbayes: Simulation-Based Bayesian Inference for Latent Traits of Item Response Models

Functions for simulating realizations from the posterior distribution of a latent trait of an item response model. Distributions are conditional on one or a subset of response patterns (e.g., sum scores). Functions for computing likelihoods, Fisher and observed information, posterior modes, and profile likelihood confidence intervals are also included. These functions are designed to be easily amenable to user-specified models.

AuthorTimothy R. Johnson
Date of publication2016-10-29 00:06:34
MaintainerTimothy R. Johnson <trjohns@uidaho.edu>
LicenseGPL (>= 2)
Version0.4

View on CRAN

Functions

fmodel1pl Man page
fmodel1pp Man page
fmodel2pl Man page
fmodel2pp Man page
fmodel3pl Man page
fmodel3pp Man page
fmodel4pl Man page
fmodel4pp Man page
fmodelgrl Man page
fmodelgrp Man page
fmodelnrm Man page
fmodelpcm Man page
fmodelrsm Man page
fmodelseq Man page
information Man page
patterns Man page
postmode Man page
postsamp Man page
posttrace Man page
profileci Man page

Files

ltbayes
ltbayes/inst
ltbayes/inst/doc
ltbayes/inst/doc/custom-models.html
ltbayes/inst/doc/example-plots.R
ltbayes/inst/doc/example-plots.html
ltbayes/inst/doc/custom-models.Rmd
ltbayes/inst/doc/custom-models.R
ltbayes/inst/doc/example-plots.Rmd
ltbayes/src
ltbayes/src/fmodelrsm.f90
ltbayes/src/fmodelgrl.f90
ltbayes/src/fmodelseq.f90
ltbayes/src/fmodel4pp.f95
ltbayes/src/fmodelpcm.f90
ltbayes/src/fmodelgrp.f95
ltbayes/src/fmodel4pl.f90
ltbayes/src/fmodelnrm.f90
ltbayes/NAMESPACE
ltbayes/R
ltbayes/R/fmodel1pl.R ltbayes/R/fmodelseq.R ltbayes/R/fmodelgrp.R ltbayes/R/fmodel2pp.R ltbayes/R/fmodel1pp.R ltbayes/R/fmodelrsm.R ltbayes/R/fmodel4pl.R ltbayes/R/fmodelgrl.R ltbayes/R/fmodel4pp.R ltbayes/R/postmode.R ltbayes/R/fmodel2pl.R ltbayes/R/fmodel3pp.R ltbayes/R/patterns.R ltbayes/R/fmodelnrm.R ltbayes/R/postsamp.R ltbayes/R/profileci.R ltbayes/R/fmodel3pl.R ltbayes/R/fmodelpcm.R ltbayes/R/information.R ltbayes/R/posttrace.R
ltbayes/vignettes
ltbayes/vignettes/custom-models.Rmd
ltbayes/vignettes/example-plots.Rmd
ltbayes/MD5
ltbayes/build
ltbayes/build/vignette.rds
ltbayes/DESCRIPTION
ltbayes/man
ltbayes/man/profileci.Rd ltbayes/man/fmodel1pl.Rd ltbayes/man/fmodelrsm.Rd ltbayes/man/fmodel3pp.Rd ltbayes/man/information.Rd ltbayes/man/fmodel2pl.Rd ltbayes/man/fmodel3pl.Rd ltbayes/man/fmodelnrm.Rd ltbayes/man/fmodel1pp.Rd ltbayes/man/fmodelpcm.Rd ltbayes/man/fmodel4pp.Rd ltbayes/man/fmodel4pl.Rd ltbayes/man/fmodelgrl.Rd ltbayes/man/fmodelgrp.Rd ltbayes/man/patterns.Rd ltbayes/man/postmode.Rd ltbayes/man/fmodel2pp.Rd ltbayes/man/posttrace.Rd ltbayes/man/postsamp.Rd ltbayes/man/fmodelseq.Rd

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

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.