In: Statistics and Probability
Only 4 in 10 registered voters believe that President Donald Trump is fit for office. While 86 percent of self-identified Republicans said Trump is fit to serve, an overwhelming 93 percent of Democrats said the OPPOSITE. The survey of 1577 voters was conducted. It has a margin of error of plus or minus 3%.
b. Construct the 95% CI estimate of the population proportion of registered voters who believe the President is fit for office.
c. Explain why NEITHER the 86 percent of Republicans NOR 7 percent of Democrats who believe Donald Trump is fit for office is a good estimate of the population proportion of ALL registered voters who believe the President is fit for office.
e. Compute the probability that i) 5 of 10 randomly selected Republicans believe that the President is fit for office.
ii) the probability that 5 randomly selected Democrats believe that the President is fit for office. Use the probability estimate provided.
b)
margin of error , E = 0.03
95% Confidence Interval is
Interval Lower Limit = p̂ - E = 0.400
- 0.03 = 0.37
Interval Upper Limit = p̂ + E = 0.400
+ 0.03 =
0.43
95% confidence interval is ( 0.37
< p < 0.43 )
c)
As you can see neither democrats (0.07) or Republicans (0.86) are in above confidence interval.It means these are good estimater of population proportion.
e. Compute the probability that i) 5 of 10 randomly selected Republicans believe that the President is fit for office
p = 0.86
n =10
P ( X = 5 ) = C(10,5) * 0.86^5 *
(1-0.86)^5 =
0.006376
ii) the probability that 5 randomly selected Democrats believe that the President is fit for office. Use the probability estimate provided.
p = 0.07
n =10
P ( X = 5 ) = C(10,5) * 0.07^5 * (1-0.07)^5 =
0.0002946
Please revert in case of any doubt.
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