The Hypothesis Testing Tool is a powerful statistical calculator designed to help users conduct hypothesis tests, including T-tests, ANOVA, and Chi-square tests. It allows researchers, analysts, and students to determine statistical significance, compare datasets, and validate assumptions with ease.

Key Features

✅ Multiple Hypothesis Tests – Supports one-sample T-test, two-sample T-test, paired T-test, ANOVA, and Chi-square test.
✅ Instant P-Value Calculation – Determines statistical significance in real-time.
✅ Customizable Data Input – Enter raw data or summary statistics for analysis.
✅ Graphical Visualization – Displays box plots, histograms, and distribution curves.
✅ PDF Report Generation – Export test results, conclusions, and visualizations for academic or business use.

Use Cases

📌 Academic Researchers – Conduct statistical analysis for experiments and studies.
📌 Business & Finance Analysts – Compare sales, performance metrics, and market trends.
📌 Healthcare & Social Sciences – Test medical hypotheses and behavioral studies.
📌 Students & Educators – Learn and teach hypothesis testing methods with real-world examples.

How It Works

1️⃣ Input Data – Manually enter or upload datasets for analysis.
2️⃣ Select Hypothesis Test – Choose between T-test (for means), ANOVA (for multiple groups), or Chi-square (for categorical data).
3️⃣ Set Significance Level – Define the alpha level (e.g., 0.05) for hypothesis testing.
4️⃣ Run Analysis – The tool calculates test statistics, p-values, and confidence intervals.
5️⃣ Review Results & Visuals – Interpret findings using charts and statistical summaries.
6️⃣ Download PDF Report – Export a detailed hypothesis testing report for documentation or presentations.

This tool simplifies hypothesis testing, making statistical analysis more accessible, efficient, and accurate. 🚀