Magnitude-Based Inferences
Accuracy in Parameter Estimation: Standardized Mean Difference
Bootstrap Confidence Intervals via Resampling
Correlation Coefficient
Test of Two Correlations
Correlation Coefficient Test
Effect Size Converter
Odds Ratio
Test of Two Proportions
Standardized Mean Difference
Standardized Mean Difference Test
Sample Size Estimation: Correlation Coefficient
Sample Size Estimation: Odds Ratio
Sample Size Estimation: Standardized Mean Difference
Smallest Worthwhile Change: Individual
Allows practitioners and researchers a wholesale approach for deriving magnitude-based inferences from raw data. A major goal of 'mbir' is to programmatically detect appropriate statistical tests to run in lieu of relying on practitioners to determine correct stepwise procedures independently.