Fits switched propensity score models — fitPsModelSwitch • RiskStratifiedEstimation

Fits propensity score models where the population is stratified based on prediction model for a certain outcome of interest and estimation is focused on a different outcome

Usage

fitPsModelSwitch(
  predictOutcome,
  compareOutcome,
  initialPopulation,
  analysisSettings,
  getDataSettings,
  populationSettings,
  runSettings
)

Arguments

predictOutcome: The outcome of the prediction step
compareOutcome: The outcome of interest for the estimation step
initialPopulation: The initial population to be used for the estimation of the switched-outcome propensity scores.
analysisSettings: An R object of type analysisSettings created using the function createAnalysisSettings.
getDataSettings: An R object of type getDataSettings created using the function createGetDataSettings.
populationSettings: An R object of type populationSettings created using the function createPopulationSettings.
runSettings: An R object of type runSettings created using the function createRunSettings.