In: Statistics and Probability
160 students who were majoring in either math or English were asked a test question, and the researcher recorded whether they answered the question correctly. The sample results are given below. At the 0.10 significance level, test the claim that response and major are independent.
Correct | Incorrect | |
Math | 27 | 53 |
English | 43 | 37 |
Fill in the blanks
Ho:
H1:
Test statistic . Round your answer in 4 decimal places.
Critical value . Round your answer in 2 decimal places.
Decision
A) Reject the Ho.
B) Do not reject the Ho
Type A or B in the box
Conclusion:
A) The response and major are independent.
B) The response and major are dependent.
Type A or B in the box
Correct | Incorrect | Total | ||
Math | Observed | 27 | 53 | 80 |
Expected | 35.00 | 45.00 | 80.00 | |
(O - E)² / E | 1.83 | 1.42 | 3.25 | |
English | Observed | 43 | 37 | 80 |
Expected | 35.00 | 45.00 | 80.00 | |
(O - E)² / E | 1.83 | 1.42 | 3.25 | |
Total | Observed | 70 | 90 | 160 |
To Test :-
H0 :- Response and major are independent
H1 :- Response and major are dependent
Test Statistic :-
= Σ (Oi - Ei )2 / Ei
= 6.5016
Critical value X2(0.1,1) = 2.71 ( From chi square table ))
Test Criteria
Reject null hypothesis if
>
(α,(c-1))
Since, 6.5016 > 2.71
Conclusion = Reject null hypothesis
A) Reject the Ho.
B) The response and major are dependent.