In: Statistics and Probability
Use the sample data below to test the hypotheses
H 0: p 1 = p 2 = p 3
H a: Not all population proportions are the
same
Populations | |||
Response | 1 | 2 | 3 |
Yes | 200 | 200 | 92 |
No | 150 | 200 | 108 |
where p i is the population proportion of yes responses for population i. Using a .05 level of significance. Use Table 12.4.
Compute the value of the 2 test
statistic (to 2 decimals).
The p-value is - Select your answer -less than .005between .005 and .01between .01 and .025between .025 and .05between .05 and .10greater than .10Item 2
What is your conclusion?
- Select your answer -Conclude all population proportions are
equal.Conclude not all population proportions are equal.Item 3
To Test :-
H0 :- P1 = P2 = P2
H1 :- Not all proportion are equal
P1 | P2 | P3 | Total | ||
Yes | Observed | 200 | 200 | 92 | 492 |
Expected | 181.26 | 207.16 | 103.58 | 492.00 | |
O - E | 18.74 | -7.16 | -11.58 | 0.00 | |
(O - E)² / E | 1.94 | 0.25 | 1.29 | 3.48 | |
No | Observed | 150 | 200 | 108 | 458 |
Expected | 168.74 | 192.84 | 96.42 | 458.00 | |
O - E | -18.74 | 7.16 | 11.58 | 0.00 | |
(O - E)² / E | 2.08 | 0.27 | 1.39 | 3.74 | |
Total | Observed | 350 | 400 | 200 | 950 |
Test Statistic :-
= Σ (Oi - Ei )2 / Ei
= 7.22
P ( > 7.2153) = 0.0271
P value is between 0.025 and .05
Reject null hypothesis if P value < α = 0.05
P value = 0.0271 < 0.05, hence we reject null hypothesis
Conclusion = Reject null hypothesis
We can conclude not all population proportions are equal.