What estimation methods are available in the caEffect action?

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Réponse

The caEffect action offers several estimation methods: 'IPW' (Inverse Probability Weighting), 'REGADJ' (Regression Adjustment), 'AIPW' (Augmented Inverse Probability Weighting), and 'TMLE' (Targeted Maximum Likelihood Estimation).
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Other questions about caEffect
What is the difference between the 'IPW' and 'AIPW' methods? What is the difference between the 'IPW', 'REGADJ', and 'AIPW' methods? How do I specify the potential outcomes to be estimated? How can I obtain confidence intervals for the causal effect estimates? Is it possible to get confidence intervals for the estimates?
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