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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?
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