Overview | Tutorial | Step 1: Input data | Step 2: Estimate using the function bmggum() | Step 3: Extract the estimated results using the function extract() | Step 4: Obtain model fit statistics using the function modfit() | Step 5: Plotting using the function bayesplot() | Step 6: Plotting observable response categories (ORCs) for items using the function itemplot()
Package: bmggum 0.1.0.9000
Naidan Tu
bmggum: Bayesian Multidimensional Generalized Graded Unfolding Model
Full Bayesian estimation of Multidimensional Generalized Graded Unfolding Model (MGGUM) using 'rstan' (See Stan Development Team (2020) <https://mc-stan.org/>). Functions are provided for estimation, result extraction, model fit statistics, and plottings.
Authors:
bmggum_0.1.0.9000.tar.gz
bmggum_0.1.0.9000.zip(r-4.7-x86_64)bmggum_0.1.0.9000.zip(r-4.7-arm64)bmggum_0.1.0.9000.zip(r-4.6-x86_64)bmggum_0.1.0.9000.zip(r-4.6-arm64)bmggum_0.1.0.9000.zip(r-4.5-x86_64)
bmggum_0.1.0.9000.tgz(r-4.6-x86_64)bmggum_0.1.0.9000.tgz(r-4.6-arm64)bmggum_0.1.0.9000.tgz(r-4.5-x86_64)bmggum_0.1.0.9000.tgz(r-4.5-arm64)
bmggum_0.1.0.9000.tar.gz(r-4.7-arm64)bmggum_0.1.0.9000.tar.gz(r-4.7-x86_64)bmggum_0.1.0.9000.tar.gz(r-4.6-arm64)bmggum_0.1.0.9000.tar.gz(r-4.6-x86_64)
bmggum_0.1.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
bmggum/json (API)
| # Install 'bmggum' in R: |
| install.packages('bmggum', repos = c('https://naidantu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/naidantu/bmggum/issues
Uses libs:
Last updated from:b53ea74fd7. Checks:13 NOTE, 2 OK. Indexed: yes.
The latest version of this package failed to build. Look at thebuild logs for more information.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 470 | ||
| linux-devel-x86_64 | NOTE | 586 | ||
| source / vignettes | OK | 843 | ||
| linux-release-arm64 | NOTE | 466 | ||
| linux-release-x86_64 | NOTE | 549 | ||
| macos-release-arm64 | NOTE | 555 | ||
| macos-release-x86_64 | NOTE | 787 | ||
| macos-oldrel-arm64 | NOTE | 650 | ||
| macos-oldrel-x86_64 | NOTE | 746 | ||
| windows-devel-arm64 | NOTE | 683 | ||
| windows-devel-x86_64 | NOTE | 742 | ||
| windows-release-arm64 | NOTE | 712 | ||
| windows-release-x86_64 | NOTE | 730 | ||
| windows-oldrel-x86_64 | NOTE | 744 | ||
| wasm-release | OK | 381 |
Exports:bayesplotbmggumextractitemplotmodfit
Dependencies:abindbackportsBHcallrcheckmateclicpp11descdistributionaledstanfarvergenericsggplot2GGUMglueGPArotationgridExtragtableinlineisobandlabelinglatticelifecycleloomagrittrmatrixStatsmnormtnlmenumDerivotelpillarpkgbuildpkgconfigposteriorprocessxpspsychQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackrJavarlangrstanrstantoolsS7scalesStanHeaderstensorAtibbleutf8vctrsviridisviridisLitewithrxlsxxlsxjars
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| The 'bmggum' package. | bmggum-package |
| bayesian convergence diagnosis plotting function | bayesplot |
| Bayesian Multidimensional Generalized Graded Unfolding Model (bmggum) | bmggum |
| results extraction | extract |
| item plotting function including observable response categories (ORCs) | itemplot |
| Model fit | modfit |