statistical-analyzer
Statistical Analyzer
Guided statistical analysis with hypothesis testing, regression, ANOVA, and plain-English results.
Features
- Hypothesis Testing: t-tests, chi-square, proportion tests
- Regression Analysis: Linear, polynomial, multiple regression
- ANOVA: One-way, two-way ANOVA with post-hoc tests
- Distribution Analysis: Normality tests, Q-Q plots
- Correlation Analysis: Pearson, Spearman with significance
- Plain-English Results: Interpret statistical outputs
- Visualizations: Regression plots, residual analysis, box plots
- Report Generation: PDF/HTML reports with interpretations
Quick Start
from statistical_analyzer import StatisticalAnalyzer
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