What is the difference between the 'IPW', 'REGADJ', and 'AIPW' methods?

'IPW' requires observed outcome values and predicted treatment probabilities. 'REGADJ' requires predicted counterfactual outcome values. 'AIPW' is a doubly robust method that requires observed outcomes, predicted treatment probabilities, and predicted counterfactual outcomes.