Statistical Analysis Best Practices

Statistical Analysis in NoveraIQ

Statistical analysis is the foundation of data-driven decision making. NoveraIQ provides 15+ statistical tests to help you understand your data.

Hypothesis Testing

T-Tests

Use t-tests to compare means between two groups.

ANOVA

Analysis of Variance helps compare means across multiple groups.

Chi-Square

Test relationships between categorical variables.

Correlation Analysis

Understand relationships between variables using Pearson, Spearman, and Kendall correlations.

When to Use Each Test

• T-test: Comparing two group means
• ANOVA: Comparing 3+ group means
• Chi-Square: Testing categorical associations
• Mann-Whitney: Non-parametric alternative to t-test
• Kruskal-Wallis: Non-parametric alternative to ANOVA