Factorial ANOVA Calculator (2×2 Design)
Input Data
Enter scores for each group (comma-separated, e.g., 70,72,74,76). Ensure each group has the same number of observations.
How the Calculator Works
Input: Users enter comma-separated scores for each group (e.g., "70,72,74,76"
).
Validation: The script checks if all groups have the same number of observations and valid numbers.
Calculations:
- Computes group means, factor means, and grand mean.
- Calculates SS Total, SS A, SS B, SS Interaction, and SS Error.
- Determines df, MS, and F-ratios.
- Approximates p-values by comparing F-ratios to a critical F-value (simplified for demonstration).
Output: Displays an ANOVA table with SS, df, MS, F, and p-values.
Notes
- The calculator assumes a 2×2 design for simplicity. For more complex designs (e.g., 3×2), the script would need modification.
- P-values are approximated using a critical F-value. For precise p-values, integrate a statistical library like jStat.
- Manual calculations are complex; software like SPSS or R is recommended for real-world analysis.
- Assumptions (normality, homogeneity) should be checked before interpreting results.