A chi square test is conducted to check whether a person's ability in Mathematics has an impact on his/her interest in Statistic. The test statistic is 13.277 under the tested null hypothesis. write a recommended null hypothesis and an alternative hypothesis. Briefly describe your conclusion on this test at the 0.01 significance level.

Emilio Calhoun

Emilio Calhoun

Answered question

2022-10-24

A chi square test is conducted to check whether a person's ability in Mathematics has an impact on his/her interest in Statistic.
The test statistic is 13.277 under the tested null hypothesis. write a recommended null hypothesis and an alternative hypothesis. Briefly describe your conclusion on this test at the 0.01 significance level.

Answer & Explanation

Tirioliwo

Tirioliwo

Beginner2022-10-25Added 12 answers

Alternative hypothesis (what the study is trying to find out): interest in statistics is not the same on average for people of all mathematical abilities Null hypothesis (negation of the alternative hypothesis): interest in statistics is the same on average for people of all mathematical abilities
If there are at least four degrees of freedom, then the test is significant at the 0.001 level. The p-value can be found in R using the command pchisq(13.277,k) where k is the number of degrees of freedom. Alternatively, the p-value is given by
1 1 Γ ( k 2 ) γ ( k 2 , x 2 )
where γ ( s , x ) = 0 x t s 1 e t d t

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