Jenny L.
asked 09/06/23Testing: H 1 : χ 2 ≠ 7.46 Your sample consists of 41 subjects, with a variance of 2.48. Calculate the test statistic, rounded to 2 decimal places. χ 2 =
1 Expert Answer
Michael G. answered 12/29/24
Ivy League Tutor with 9+ Years Experience Tutoring Statistics
Hi Jenny!
It seems like probably this is intended to be a hypothesis test about whether a given variance is detected to be different from 7.46. You would write the hypotheses like this:
H0: σ2 = 7.46
H1: σ2 ≠ 7.46
The next step is to find the test statistic, which is X2 = (n-1)s2/σ2. Under the null hypothesis, X2 is distributed χ2n-1.
For this case, X2 = (41-1) * 2.48 / 7.46.
In this case, rounded to two decimal places that turns out to be 13.30.
The next part of the problem is to look up critical value(s) from the Chi-Square distribution with 40 degrees of freedom. For a two-sided test, the acceptance region is between 24.43 and 59.34 for a 0.05-size test. This means you would reject H0 if X2 is less than 24.43 or greater than 59.34. Therefore for this test, you'll reject H0 and find that you have strong evidence to believe σ2 ≠ 7.46!
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Karthik S.
03/02/24