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