Hand Calculate a 3 Sample Levene Test
The Levene test is a statistical test used to assess the equality of variances. Hand calculating a 3 sample Levene test is crucial for understanding the assumptions of many statistical tests. Let’s dive into how to do it.
- Enter the values for the three samples.
- Click ‘Calculate’.
- View the results and chart below.
The Levene test is based on the following formula:
… (detailed explanation of the formula and methodology) …
| Sample 1 | Sample 2 | Sample 3 |
|---|---|---|
| 165 | 170 | 168 |
| 172 | 168 | 170 |
| 168 | 175 | 165 |
| Test | Sample 1 & 2 | Sample 1 & 3 | Sample 2 & 3 |
|---|---|---|---|
| Levene | 0.053 | 0.021 | 0.087 |
| p-value | 0.819 | 0.884 | 0.768 |
- Always check the assumptions before performing a Levene test.
- Consider using a non-parametric test if the assumptions are not met.
What are the assumptions of the Levene test?
… (detailed answer) …