clmstan 0.1.0

Initial CRAN release.

Features

Link Functions

• 5 standard link functions: logit, probit, cloglog, loglog, cauchit
• 6 flexible link functions with shape parameters:
  • t-link (df)
  • Aranda-Ordaz (lambda)
  • Symmetric Power (r, base)
  • log-gamma (lambda)
  • GEV (xi)
  • AEP (theta1, theta2)

Threshold Structures

• flexible: Standard ordered thresholds (default)
• equidistant: Equal spacing between thresholds
• symmetric: Symmetric thresholds around zero

Prior Specification

• Distribution-based API: prior(normal(0, 2.5), class = "b")
• Support for normal, student_t, cauchy, gamma, and flat priors
• Legacy API via clm_prior() for backward compatibility

Model Comparison

• LOO-CV via loo()
• WAIC via waic()

Diagnostics

• diagnostics() for MCMC convergence checks
• plot() with multiple types: trace, dens, hist, areas, intervals, acf

Prediction

• predict() for class predictions
• fitted() for probability predictions
• posterior_predict() for posterior predictive samples