Perform closed testing procedure — closed_test • wpgsd

Perform closed testing procedure

Usage

closed_test(bounds, p_obs)

Arguments

bounds: A tibble of nominal p-value boundaries from generate_bounds() containing columns Analysis, Hypotheses, H1, H2, etc.
p_obs: A tibble of observed p-values containing columns Analysis, H1, H2, etc.

Value

An outcome matrix summarizing the testing results.

Examples

p_obs <- dplyr::bind_rows(
  tibble::tibble(Analysis = 1, H1 = 0.001, H2 = 0.001),
  tibble::tibble(Analysis = 2, H1 = 0.001, H2 = 0.001)
)
bound <- tibble::tribble(
  ~Analysis, ~Hypotheses, ~H1, ~H2,
  1, "H1", 0.02, NA,
  1, "H1, H2", 0.0001, 0.00001,
  1, "H2", NA, 0.003,
  2, "H1", 0.02, NA,
  2, "H1, H2", 0.02, 0.00001,
  2, "H2", NA, 0.003
)

closed_test <- closed_test(bound, p_obs)