extract_all_fitted_models: Extract all fitted models from a tuned pvEBayes Object

In pvEBayes: Empirical Bayes Methods for Pharmacovigilance

Extract all fitted models from a tuned pvEBayes Object

Description

This function retrieves the list of all fitted models from a pvEBayes_tuned object, which is the output of the pvEBayes_tune() function.

Usage

extract_all_fitted_models(object)

Arguments

object

An object of class pvEBayes_tuned, usually returned by pvEBayes_tune. This function will throw an error if the input is not of the correct class.

Value

A list containing the results of each model fitted during the tuning process.

Examples

valid_matrix <- matrix(c(1, 2, 3, 4, 5, 6, 7, 8), nrow = 2)
rownames(valid_matrix) <- c("AE_1", "AE_2")
colnames(valid_matrix) <- c("drug_1", "drug_2", "drug_3", "drug_4")

tuned_object = pvEBayes_tune(valid_matrix,
                            model = "general-gamma",
                            return_all_fit = TRUE)
extract_all_fitted_models(tuned_object)

pvEBayes documentation built on Aug. 8, 2025, 6:13 p.m.