pvEBayes (version 0.2.1)

summary.pvEBayes: Summary method for a pvEBayes object

Description

This function defines the S3 summary method for objects of class pvEBayes. It provides a detailed summary of the fitted model.

Usage

# S3 method for pvEBayes
summary(object, return = NULL, ...)

Value

a list including estimated prior parameters, log_marginal_likelihood, indicator matrix of detected signal and posterior_draws for each AE-drug pair.

Arguments

object

a pvEBayes object, which is the output of the function pvEBayes or pvEBayes_tune.

return

a character string specifying which component the summary function should return.Valid options include: "prior parameters", "likelihood", "detected signal" and "posterior draws". If set to NULL (default), all components will be returned in a list. Note that the input for 'return' is case-sensitive.

...

other input parameters. Currently unused.

Examples

obj <- pvEBayes(
  contin_table = statin2025_44, model = "general-gamma",
  alpha = 0.5, n_posterior_draws = 10000
)

summary(obj)