How would you assess the impact of time-varying treatments in a longitudinal study?
Instruction: Explain the challenges and methodologies for dealing with time-varying treatments in causal inference.
Context: This question assesses the candidate's ability to handle complex dynamics of treatments over time in longitudinal causal analysis.
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The crux of the challenge lies in the fact that, with time-varying treatments, the treatment status itself can change over the...