High School

Find the p value for a one-way ANOVA with a test statistic f = 6.89, where the degrees of freedom for the error is 76 and the degrees of freedom for the groups is 5?

Answer :

The p-value for the given one-way ANOVA scenario with the provided test statistic and degrees of freedom is approximately 0.0716.

  • Calculate the p-value: For a one-way ANOVA with a test statistic f = 6.89, degrees of freedom for error = 76, and degrees of freedom for groups = 5, the p-value can be found by referring to an F-distribution table.
  • Since the calculator displays the F statistic, you can directly find the p-value which is approximately 0.0716.
  • Therefore, the p-value for this scenario would be approximately 0.0716.

The p-value is calculated as: 0.019

What is the p-value?

To find the p-value for a one-way ANOVA with a test statistic F = 6.89, degrees of freedom for the error df2 = 76, and degrees of freedom for the groups df1 = 5, we can use an F-distribution table or calculator.

The p-value represents the probability of observing a test statistic as extreme or more extreme than the one calculated, given that the null hypothesis is true.

A small p-value (typically less than 0.05) suggests that the observed difference is unlikely to have occurred by chance and provides evidence to reject the null hypothesis.

Using an F-distribution calculator with df1 = 5 and df2 = 76:

The p-value is: 0.019