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A population-level dataset generated according to a simple data-generating process. It provides population-level data on which the functions of this package are tested.

Usage

toy_population_tbl

Format

toy_population_tbl A tibble with 100,000 rows and five columns:

  • confounder: Confounding variable of the treatment–outcome relationship

  • treatment: A binary treatment assignment indicator

  • propensity_score: A numeric variable corresponding to the propensity score outcome: A continuous outcome variable

  • potential_outcome_treatment: A continuous variable representing the potential outcome under treatment assignment

  • potential_outcome_control: A continuous variable representing the potential outcome under control assignment