prepare_stan_data_full: Prepare data for full Stan model with link parameter...

In clmstan: Cumulative Link Models with 'CmdStanR'

Prepare data for full Stan model with link parameter inference

Description

Prepare data for full Stan model with link parameter inference

Usage

prepare_stan_data_full(
  formula,
  data,
  link = "logit",
  link_param = NULL,
  prior_beta_sd = 2.5,
  prior_c_sd = 10,
  link_prior = NULL
)

Arguments

formula	A formula specifying the model
data	A data frame containing the variables
link	Link function name
link_param	A list of link parameters. Values can be: numeric: Use as fixed value "estimate": Estimate the parameter with default prior
prior_beta_sd	Prior SD for regression coefficients (default: 2.5)
prior_c_sd	Prior SD for cutpoints (default: 10)
link_prior	A list of custom prior specifications for link parameters

Value

A list suitable for passing to CmdStan (clm_full.stan)

clmstan documentation built on June 29, 2026, 5:06 p.m.