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20 pts] In a survey of 400 likely voters, 215 responded that they would vote for the incumbent and 185 responded that they would vote for the challenger. Let p denote the fraction of all likely voters who preferred the incumbent at the time of the survey, and let p be the fraction of survey respondents who preferred the incumbent.(g) Construct a 95% confidence interval for p. (h) Construct a 99% confidence interval for p. (i) Why is the interval in part (2h) wider than the interval in part (2g)? (j) Without doing any further calculations, test the hypothesis Ho : p = 0.5 versus Ha : p 0.5 at the 5% significance level.

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g)

sample size sample proportion 215 400.0 0.5380 p std error Se 0.0249 for 95 % CI value of margin of error E-z*std error lower confidence bound-sample proportion-margin of error Upper confidence bound-sample proportion+margin of error 1.960 0.049 0.489 0.587

h)

for 99 % CI value of z= 2.576
margin of error E=z*std error                            = 0.064
lower confidence bound=sample proportion-margin of error 0.474
Upper confidence bound=sample proportion+margin of error 0.602

i)

for part h we require higher confidence and to copensate for higher confidence critical values are higher for distribtuion as more areas in the tail is included ; therefore interval in part h is wider

j)as 95% Confidence interval contains 0.5 as plausible value for population proportion ; therefore we can not reject null hypothesis

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