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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.
Frequently asked queries:
What is Temporal Confounding?
Why is Temporal Confounding Important?
What Causes Temporal Confounding?
How Can Temporal Confounding Be Identified?
How Can Temporal Confounding Be Mitigated?
What are the Consequences of Ignoring Temporal Confounding?
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