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temporal confounding
How Can Temporal Confounding Be Identified?
Identifying temporal confounding involves several steps:
Plotting
time-series data
to visualize trends and patterns.
Using statistical methods like
time-stratified analysis
to control for time effects.
Applying
Cox proportional hazards models
or
Poisson regression
for time-dependent covariates.
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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