Question

What are the similarities between the Marginal Structural model and the structural nested means model?

What are the similarities between the Marginal Structural model and the structural nested means model?

Homework Answers

Answer #1

Marginal structural models

are a class of statistical models used for causal inference in epidemiology. Such models handle the issue of time-dependent confounding in evaluation of the efficacy of interventions by inverse probability weighting for receipt of treatment....

The structural nested means model---

They isolate the average effects of treatment at each time interval as a function of moderators available prior to that time interval. ...

Hence both are dependent on time or time interval...this is the most common similarity between them....

Note-if there is any understanding problem regarding this please feel free to ask via comment box..thank you

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