Simulate the p-values of the frequentist test — simulate_test_p

Generates n_replicates trials and returns the p-value of the test in each one. Returning the p-values rather than the decisions lets the power be read off at any significance level without re-simulating.

Usage

simulate_test_p_values(
  target_data,
  frequentist_test,
  theta_0,
  alternative,
  simulation_config,
  n_replicates
)

Arguments

target_data: Target data object.
frequentist_test: Type of frequentist test to apply.
theta_0: Boundary of the null hypothesis space.
alternative: Direction of the alternative hypothesis.
simulation_config: Simulation configuration.
n_replicates: Number of trials to simulate.

Value

A numeric vector of n_replicates p-values.