Package: intervalpsych 0.1.0.9000
Matthias Kloft
intervalpsych: Analyzing Interval Data in Psychometrics
Implements the Interval Consensus Model (ICM) for analyzing continuous bounded interval-valued responses in psychometrics using 'Stan' for Bayesian estimation. Provides functions for transforming interval data to simplex representations, fitting item response theory (IRT) models with isometric log-ratio (ILR) and sum log-ratio (SLR) link functions, and visualizing results. The package enables aggregation and analysis of interval-valued response data commonly found in psychological measurement and related disciplines. Based on Kloft et al. (2024) <doi:10.31234/osf.io/dzvw2>.
Authors:
intervalpsych_0.1.0.9000.tar.gz
intervalpsych_0.1.0.9000.zip(r-4.7-x86_64)intervalpsych_0.1.0.9000.zip(r-4.7-arm64)intervalpsych_0.1.0.9000.zip(r-4.6-x86_64)intervalpsych_0.1.0.9000.zip(r-4.6-arm64)intervalpsych_0.1.0.9000.zip(r-4.5-x86_64)
intervalpsych_0.1.0.9000.tgz(r-4.6-x86_64)intervalpsych_0.1.0.9000.tgz(r-4.6-arm64)intervalpsych_0.1.0.9000.tgz(r-4.5-x86_64)intervalpsych_0.1.0.9000.tgz(r-4.5-arm64)
intervalpsych_0.1.0.9000.tar.gz(r-4.7-arm64)intervalpsych_0.1.0.9000.tar.gz(r-4.7-x86_64)intervalpsych_0.1.0.9000.tar.gz(r-4.6-arm64)intervalpsych_0.1.0.9000.tar.gz(r-4.6-x86_64)
intervalpsych_0.1.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
intervalpsych/json (API)
| # Install 'intervalpsych' in R: |
| install.packages('intervalpsych', repos = c('https://matthiaskloft.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/matthiaskloft/intervalpsych/issues
Pkgdown/docs site:https://matthiaskloft.github.io
- quantifiers - Verbal Quantifier Data
Last updated from:d59b08bad6. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 303 | ||
| linux-devel-x86_64 | OK | 316 | ||
| source / vignettes | OK | 323 | ||
| linux-release-arm64 | OK | 323 | ||
| linux-release-x86_64 | OK | 334 | ||
| macos-release-arm64 | OK | 399 | ||
| macos-release-x86_64 | OK | 744 | ||
| macos-oldrel-arm64 | OK | 473 | ||
| macos-oldrel-x86_64 | OK | 990 | ||
| windows-devel-arm64 | OK | 545 | ||
| windows-devel-x86_64 | OK | 427 | ||
| windows-release-arm64 | OK | 542 | ||
| windows-release-x86_64 | OK | 378 | ||
| windows-oldrel-x86_64 | OK | 393 | ||
| wasm-release | OK | 240 |
Exports:extract_consensusfit_icmilrinv_ilrinv_slritvl_to_splxplot_consensusplot_intervalsplot_intervals_cumulativeremove_zerosslrsplx_to_itvltheme_icm
Dependencies:abindbackportsBHcallrcheckmateclicpp11descdistributionaldplyrfarvergenericsggdistggokabeitoggplot2gluegridExtragtableinlineisobandlabelinglifecycleloomagrittrmatrixStatsnumDerivotelpillarpkgbuildpkgconfigposteriorprocessxpspurrrquadprogQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelrlangrstanrstantoolsS7scalesStanHeaderstensorAtibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extract consensus intervals from ICM Stan Fit Object | extract_consensus |
| Fit the Interval Consensus Model | fit_icm |
| Log-Ratio transformations for interval responses | ilr slr |
| Inverse Log-Ratio transformations for interval responses | inv_ilr inv_slr |
| Convert from interval bounds to simplex | itvl_to_splx |
| Plot ICM Consensus Intervals | plot_consensus |
| Plot Intervals | plot_intervals |
| Plot Cumulative Intervals | plot_intervals_cumulative |
| Plot Method for icm_stanfit Objects | plot.icm_stanfit |
| Verbal Quantifier Data | quantifiers |
| Remove Zeros from Simplex | remove_zeros |
| Convert from simplex to interval bounds | splx_to_itvl |
| Summarize ICM Stanfit Object | summary.icm_stanfit |
| Custom ggplot2 Theme for 'intervalpsych' | theme_icm |