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Bias Factor Calculator

Compute bias factors for unmeasured confounding

Based on episensr R package
Input Parameters
Enter confounder prevalences and effect sizes

The observed association before adjustment

Prevalence of confounder among exposed (0-1)

Prevalence of confounder among unexposed (0-1)

Effect of confounder on outcome

Enter parameters and click calculate to see results

Formula
BF = [p₁(RR_CD - 1) + 1] / [p₀(RR_CD - 1) + 1]
Adjusted RR = Observed RR / BF

Where p₁ and p₀ are confounder prevalences in exposed and unexposed groups.

Learn More About Bias Factors

Bias factors quantify how much an unmeasured confounder could distort the observed association. Learn about confounding bias analysis in our course.