get_details.exnex {basksim}

Get Details of a Basket Trial Simulation with the EXNEX Design

Description

Get Details of a Basket Trial Simulation with the EXNEX Design

Usage

## S3 method for class 'exnex'
get_details(
  design,
  n,
  p1 = NULL,
  lambda,
  level = 0.95,
  tau_scale,
  w,
  iter = 1000,
  n_mcmc = 10000,
  data = NULL,
  ...
)

Arguments

design

An object of class exnex.

n

The sample size per basket.

p1

Probabilities used for the simulation. If NULL then all probabilities are set to p0.

lambda

The posterior probability threshold.

level

Level of the credibility intervals.

tau_scale

Standard deviation of the half normal prior exchangeability distribution for the variance of the thetas.

w

Fixed prior weight for the exchangeability part of the model.

iter

The number of iterations in the simulation. Is ignored if data is specified.

n_mcmc

Number of MCMC samples.

data

An object of class scenario_list as returned by the function bhmbasket::simulateScenarios.

...

Further arguments.

Value

A list containing the rejection probabilites, posterior means, mean squared errors and mean limits of HDI intervals for all baskets as well as the family-wise error rate.

Examples

design <- setup_exnex(k = 3, p0 = 0.2)
get_details(design = design, n = 20, p1 = c(0.2, 0.5, 0.5), lambda = 0.95,
  tau_scale = 1, w = 0.5, iter = 100)