Introduction | Comparison with ordinal::clm() | Installation | Quick Start | For ordinal::clm() Users | API Correspondence | Example Comparison | Key Differences | Link Functions | Standard Links (5) | Flexible Links (6) | Link Function Summary | Threshold Structures | Flexible (Default) | Equidistant | Symmetric | Prior Specification | Default Priors | Using prior() Function (Recommended) | Available Distributions | Prior Classes | Legacy API (clm_prior) | Interpreting Results | Basic Methods | Diagnostic Plots | Convergence Diagnostics | Prediction | Category Prediction | Probability Prediction | Posterior Predictive Distribution | Model Comparison | Practical Workflow | Troubleshooting | CmdStan Not Found | Convergence Issues | Divergent Transitions | Memory Issues | References and Resources | Package Resources | Related Packages | Statistical References
Package: clmstan 0.1.2
clmstan: Cumulative Link Models with 'CmdStanR'
Fits cumulative link models (CLMs) for ordinal categorical data using 'CmdStanR'. Supports various link functions including logit, probit, cloglog, loglog, cauchit, and flexible parametric links such as Generalized Extreme Value (GEV), Asymmetric Exponential Power (AEP), and Symmetric Power. Models are pre-compiled using the 'instantiate' package for fast execution without runtime compilation. Methods are described in Agresti (2010, ISBN:978-0-470-08289-8), Wang and Dey (2011) <doi:10.1007/s10651-010-0154-8>, and Naranjo, Perez, and Martin (2015) <doi:10.1007/s11222-014-9449-1>.
Authors:
clmstan_0.1.2.tar.gz
clmstan_0.1.2.zip(r-4.7)clmstan_0.1.2.zip(r-4.6)clmstan_0.1.2.zip(r-4.5)
clmstan_0.1.2.tgz(r-4.6-x86_64)clmstan_0.1.2.tgz(r-4.6-arm64)clmstan_0.1.2.tgz(r-4.5-x86_64)clmstan_0.1.2.tgz(r-4.5-arm64)
clmstan_0.1.2.tar.gz(r-4.7-arm64)clmstan_0.1.2.tar.gz(r-4.7-x86_64)clmstan_0.1.2.tar.gz(r-4.6-arm64)clmstan_0.1.2.tar.gz(r-4.6-x86_64)
clmstan_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
clmstan/json (API)
| # Install 'clmstan' in R: |
| install.packages('clmstan', repos = c('https://t-momozaki.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/t-momozaki/clmstan/issues
Pkgdown/docs site:https://t-momozaki.github.io
Last updated from:8abd569ff2. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 199 | ||
| linux-devel-x86_64 | OK | 218 | ||
| source / vignettes | OK | 217 | ||
| linux-release-arm64 | OK | 221 | ||
| linux-release-x86_64 | OK | 179 | ||
| macos-release-arm64 | OK | 101 | ||
| macos-release-x86_64 | OK | 248 | ||
| macos-oldrel-arm64 | OK | 153 | ||
| macos-oldrel-x86_64 | OK | 203 | ||
| windows-devel | OK | 108 | ||
| windows-release | OK | 118 | ||
| windows-oldrel | OK | 116 | ||
| wasm-release | OK | 166 |
Exports:cauchyclm_priorclm_standiagnosticsextract_acfflatgammais.clmstannormalposterior_predict.clmstanpriorstudent_tsupported_linkssupported_thresholds
Dependencies:abindbackportsbayesplotcallrcheckmateclicpp11distributionaldplyrfarverfsgenericsggplot2ggridgesgluegtableinstantiateisobandlabelinglifecycleloomagrittrmatrixStatsnumDerivotelpillarpkgconfigplyrposteriorprocessxpspurrrR6RColorBrewerRcppreshape2rlangS7scalesstringistringrtensorAtibbletidyrtidyselectutf8vctrsviridisLitewithr
