Calculation and Conversion of Effect Measures


Conversion between Different Types »

1, Conversion between Relative Measures and Regression Coefficient

  • Convert between relative measures (OR\RR\HR) and regression coefficients.
2、Calculating Absolute Metrics from Relative Metrics

  • Estimate absolute effect measures based on relative effect measures (OR|RR|HR).
  • Reporting guidelines recommend presenting both relative and absolute measures.
3. Conversion among Different Confidence Levels

  • Support for both relative and absolute metrics
  • Convert confidence levels, e.g., from 99% CI to 95% CI.
  • Provide calculations of point estimates and standard errors.

4. Conversion of Effect Measures between Continuous and Categorical Outcome.
4.1 Conversion between Standardized Mean Difference and Odds Ratio (OR)

  • S1: Convert standardized mean difference to odds ratio (OR).
  • S2: Convert odds ratio (OR) to standardized mean difference.
4.2 Estimate Relative Risk (RR) from Standardized Mean Difference

  • Estimate relative risk (RR) based on standardized mean difference.
4.3 Estimate Risk Difference (RD) and NNT/NNH from Standardized Mean Difference

  • Estimate risk difference and NNT/NNH from standardized mean difference, for clinical interpretation.