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temporal confounding
How Can Temporal Confounding Be Mitigated?
Several strategies can mitigate temporal confounding:
Time-matched controls
: Matching cases and controls based on time.
Time-adjusted models
: Incorporating time as a variable in the statistical model.
Sensitivity analysis
: Testing the robustness of results by varying time-related assumptions.
Using
interrupted time series analysis
to assess the impact of interventions over time.
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What is Temporal Confounding?
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How Can Temporal Confounding Be Mitigated?
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