Omnibus Heterogeneity Test for GRF Models — margot_omnibus_hetero

This function performs an omnibus heterogeneity test for specified models outputted from margot::margot_run_models_grf() and provides interpretations in a readable format.

Usage

margot_omnibus_hetero_test(
  model_results,
  outcome_vars = NULL,
  alpha = 0.05,
  detail_level = "standard",
  label_mapping = NULL,
  format = "table"
)

Arguments

model_results: A list of model results from margot::margot_run_models_grf().
outcome_vars: Optional. A character vector of outcome variable names. If NULL, the function will attempt to use the outcome_vars from the model_results input.
alpha: Significance level for hypothesis tests. Default is 0.05.
detail_level: Character string specifying the level of detail in the output. Options are "basic", "standard" (default), or "detailed".
label_mapping: Optional. A named list mapping outcome variable names to display labels. For example: list("t2_agreeableness_z" = "Agreeableness").
format: Output format: "table" (default), "markdown", or "text". "table" returns a tibble for use with tidyverse tools. "markdown" returns formatted markdown text for Quarto documents. "text" returns plain text interpretations.

Value

A list containing: - summary_table: A tibble with all test results - interpretations: Results formatted according to the format parameter - brief_interpretation: A concise summary of all results