Chi-Square Calculator
Chi-square test of independence and goodness-of-fit with cell contribution table, df, and p-value
This free online chi-square calculator provides instant results with no signup required. All calculations run directly in your browser — your data is never sent to a server. Supports both metric (SI) and imperial units with built-in unit selection dropdowns on every input field, so you can work in whatever units your problem provides. Designed for engineering students and professionals working through coursework, design projects, or quick reference calculations.
Chi-Square Calculator
Chi-square goodness-of-fit and test of independence with contribution table.
| R1 | |||
| R2 |
Cell Contributions to χ²
| Cell | Observed | Expected | (O-E)²/E |
|---|---|---|---|
| R1C1 | 20 | 13.5 | 3.1296 |
| R1C2 | 15 | 18 | 0.5 |
| R1C3 | 10 | 13.5 | 0.9074 |
| R2C1 | 10 | 16.5 | 2.5606 |
| R2C2 | 25 | 22 | 0.4091 |
| R2C3 | 20 | 16.5 | 0.7424 |
| Total | — | — | 8.2492 |
How to Use This Calculator
Enter your input values
Fill in all required input fields for the Chi-Square Calculator. Most fields include unit selectors so you can work in your preferred unit system — metric or imperial, whichever matches your problem.
Review your inputs
Double-check that all values are correct and that you have selected the right units for each field. Incorrect units are the most common source of calculation errors and can produce results that are off by factors of 2, 10, or more.
Read the results
The Chi-Square Calculator instantly computes the output and displays results with units clearly labeled. All calculations happen in your browser — no loading time and no data sent to a server.
Explore parameter sensitivity
Try adjusting individual input values to see how the output changes. This is a quick and effective way to develop intuition about how different parameters influence the result and to identify which inputs have the largest effect.
Formula Reference
Chi-Square Calculator Formula
See calculator inputs for the governing equation
Variables: All variables and their units are labeled in the calculator interface above. Input fields accept values in multiple unit systems — select your preferred unit from the dropdown next to each field.
When to Use This Calculator
- •Use the Chi-Square Calculator when solving homework or exam problems that require quick numerical verification of your hand calculations — instant feedback helps identify arithmetic errors before they propagate.
- •Use it during the early design phase to rapidly iterate on parameters and narrow down feasible configurations before committing time to detailed finite element simulations or full design packages.
- •Use it when reviewing a colleague's calculation or checking a vendor's data sheet for plausibility — a quick sanity check can prevent costly downstream errors.
- •Use it to generate reference data for a technical report or presentation without manual computation, ensuring consistent, reproducible numbers throughout the document.
- •Use it in the field when a quick estimate is needed and a full engineering software package is not available.
About This Calculator
The Chi-Square Calculator is a precision engineering calculation tool designed for students, engineers, and technical professionals. Chi-square test of independence and goodness-of-fit with cell contribution table, df, and p-value All calculations are performed using established engineering formulas from the relevant scientific literature and standards. Inputs support both metric (SI) and imperial unit systems, with unit conversion handled automatically — simply select your preferred unit from the dropdown next to each field. Results are computed instantly in the browser without sending data to a server, ensuring both speed and privacy. This calculator is intended as a supplementary tool for learning and design exploration; always verify results against authoritative references for safety-critical applications.
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