Perform Regression Analysis — regression

This function performs regression analysis on multiply imputed data using linear mixed-effects models and pools the results using Rubin's Rules.

Usage

regression_analysis(
  births,
  targets,
  as_cat_label,
  as_level_col,
  regression_formula,
  output_dir
)

births: A data frame containing the birth data with imputation identifiers.
targets: A character vector of target variables (health outcomes).
as_cat_label: A character vector of arsenic categories (excluding reference).
as_level_col: A character string for the arsenic level column name.
regression_formula: A formula object or character string for the regression model.
output_dir: A character string for the output directory path.

A named list of data frames with pooled regression results for each target.