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Run power simulation

Usage

run_power_sim(
  distribution,
  params,
  n_per_group,
  effect_size,
  alpha = 0.05,
  test = "wilcoxon",
  n_sim = 1000
)

Arguments

distribution

Distribution name

params

List of distribution parameters

n_per_group

Number of samples per group

effect_size

Fold change for treatment

alpha

Significance level

test

Statistical test to use ("wilcoxon", "bootstrap_t", "bayes_t", "rankprod")

n_sim

Number of simulations

Value

Power estimate (proportion of significant results)