What estimation methods can be used with the caEffect action?

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Réponse

You can specify the estimation method using the 'method' parameter. The available options are 'AIPW' (Augmented Inverse Probability Weighting), 'IPW' (Inverse Probability Weighting), 'REGADJ' (Regression Adjustment), and 'TMLE' (Targeted Maximum Likelihood Estimation).
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caEffect

causalanalysis

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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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