A general achievement test is standardized so that eighth graders should average 77.2 with a standard deviation of 4.8. If 35 eighth graders from a certain school district average 79.5 on the test, does this substantiate the claim that the eighth graders in this district are above average? Use the level of significance alpha = 0.05 and assume that the data constitute a random sample. State the hypotheses and conclusion.
H0: = 77.2
Ha: > 77.2
Test Statistic :-
Z = ( X - µ ) / ( σ / √(n))
Z = ( 79.5 - 77.2) / ( 4.8 / √( 35 ))
Z = 2.83
Test Criteria :-
Reject null hypothesis if Z > Z(α)
Critical value Z(α) = Z(0.05) = 1.645
Z < Z(α) = 2.83 < 1.645
Result :- Reject null hypothesis
Conclusion = We have sufficient evidence to conclude that the eighth graders in this district
are above average
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