Skip to contents

EczemaModel constructor

Source: R/model_class.R
EczemaModel.Rd

EczemaModel constructor

Usage

EczemaModel(
  model_name = c("BinRW", "OrderedRW", "BinMC", "RW", "Smoothing", "AR1", "MixedAR1",
    "MC"),
  max_score = NULL,
  K = NULL,
  discrete = FALSE,
  prior = NULL
)

Arguments

model_name

Name of the model to create

max_score

Maximum value that the score can take. Required for all models except "MC".

K

Number of categories. Only required for "MC" model.

discrete

Whether the model is discrete or not. Only required for "RW".

prior

Named list of the model's priors. It uses the default priors (see default_prior()) if NULL and for the parameters that are not provided.

Value

An object (list) of class model_name and EczemaModel, with elements:

  • model_name: Name of the model

  • stanmodel: Name of the Stan model. Used internally to locate the compiled code. It can also be used to store the Stan code filepath.

  • discrete: Whether the model is discrete or not.

  • max_score: Maximum value that the score can take (when applicable)

  • K: Number of categories (when applicable)

  • prior: List of parameters' priors

Examples

EczemaModel("BinRW", max_score = 10)
#> BinRW model (discrete)
#> max_score = 10 
#> Prior: 
#> - sigma ~ normal+(0,0.4)
#> - mu_logit_y0 ~ normal(0,1)
#> - sigma_logit_y0 ~ normal(0,1.5)