In: Statistics and Probability
John polled the Russian public about Vladimir Putin's popularity for a very long time before the 2000 election. The proportions in this problem come from their findings; the sample sizes are made up but are consistent with their polling techniques.
(a) In May 2000, 478 of 783 Russians surveyed had a “highly favorable” or “somewhat favorable” opinion of Vladimir Putin. Test the hypothesis that less than 64% of Americans had an opinion this high of Vladimir Putin's at a significance level of α = .1.
(b) In August 1996, 41% of 635 Russians surveyed had a “highly favorable” opinion of Vladimir Put-on; in August 1997, 33% of 696 did. Test the hypothesis that this opinion was held by at least 5% more of the American public in August 1966 than it was in August 1967 at a significance level of α = .05.
(a) The hypothesis being tested is:
H0: p = 0.64
Ha: p < 0.64
Observed | Hypothesized | |
0.6105 | 0.64 | p (as decimal) |
478/783 | 501/783 | p (as fraction) |
478. | 501.12 | X |
783 | 783 | n |
0.0172 | std. error | |
-1.72 | z | |
.0426 | p-value (one-tailed, lower) |
The p-value is 0.0426.
Since the p-value (0.0426) is less than the significance level (0.10), we can reject the null hypothesis.
Therefore, we can conclude that p < 0.64.
(b) The hypothesis being tested is:
H0: p1 - p2 0.05
Ha: p1 - p2 < 0.05
p1 | p2 | |
0.41 | 0.33 | p (as decimal) |
260/635 | 230/696 | p (as fraction) |
260.35 | 229.68 | X |
635 | 696 | n |
0.08 | difference | |
0.05 | hypothesized difference | |
0.0264 | std. error | |
1.14 | z | |
.8718 | p-value (one-tailed, lower) |
The p-value is 0.8718.
Since the p-value (0.8718) is greater than the significance level (0.05), we fail to reject the null hypothesis.
Therefore, we cannot conclude that p1 - p2 0.05.
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