Analysis of Variance for Percentages Based on Unequal Numbers

Key Points

• The aim is to explore how to conduct analysis of variance when dealing with percentages derived from unequal sample sizes.
• Developed a novel statistical approach for analyzing percentages based on different sample sizes.
• Examined the impact of unequal sample sizes on error distribution and statistical outcomes.
• Applied methods to a hypothetical dataset demonstrating the effectiveness of the proposed analysis.
• Demonstrated that conventional methods may underestimate variance when sample sizes are unequal.
• Identified a new framework for accurately interpreting statistical significance in this context.