analytical techniques

What is Confounding and How is it Controlled?

Confounding occurs when the effect of the primary exposure on the outcome is mixed with the effect of another variable. It can be controlled through:
1. Randomization: Distributes confounders equally between study groups.
2. Restriction: Limits the study to individuals who fall within a certain category of the confounding variable.
3. Matching: Pairs cases and controls based on confounding variables.
4. Statistical Adjustment: Uses methods like multivariable regression to account for confounders.

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