run_modelsearch function

run_modelsearch

Run Modelsearch tool. For more details, see :ref:modelsearch.

run_modelsearch(
  search_space,
  algorithm = "reduced_stepwise",
  iiv_strategy = "absorption_delay",
  rank_type = "bic",
  cutoff = NULL,
  results = NULL,
  model = NULL,
  strictness = "minimization_successful or (rounding_errors and sigdigs >= 0.1)",
  E = NULL,
  ...
)

Arguments

• search_space: (str or ModelFeatures) Search space to test. Either as a string or a ModelFeatures object.
• algorithm: (str) Algorithm to use.
• iiv_strategy: (str) If/how IIV should be added to candidate models. Default is 'absorption_delay'.
• rank_type: (str) Which ranking type should be used. Default is BIC.
• cutoff: (numeric (optional)) Cutoff for which value of the ranking function that is considered significant. Default is NULL (all models will be ranked)
• results: (ModelfitResults (optional)) Results for model
• model: (Model (optional)) Pharmpy model
• strictness: (str (optional)) Strictness criteria
• E: (numeric or str (optional)) Expected number of predictors (used for mBIC). Must be set when using mBI
• ...: Arguments to pass to tool

Returns

(ModelSearchResults) Modelsearch tool result object

Examples

## Not run:

model <- load_example_model("pheno")
results <- load_example_modelfit_results("pheno")
run_modelsearch('ABSORPTION(ZO);PERIPHERALS(1)', 'exhaustive', results=results, model=model)
## End(Not run)