In: Statistics and Probability
The probability of winning on a lot machine is 5%. If a person plays the machine 500 times, find the probability of winning 30 times. Use the normal approximation to the binomial distribution.
A travel survey of 1500 Americans reported an average of 7.5 nights stayed when they went on vacation. Find a point estimate of the population mean. If we can assume the population standard deviation is 0.8 night, find the 95% confidence interval for the true mean.
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Solution :
Given that,
Point estimate = sample mean =
= 7.5
Population standard deviation =
= 0.8
Sample size = n = 1500
At 95% confidence level
= 1 - 95%
= 1 - 0.95 =0.05
/2
= 0.025
Z/2
= Z0.025 = 1.96
Margin of error = E = Z/2
* (
/n)
= 1.96 * ( 0.8 / 1500
)
= 0.04
At 95% confidence interval estimate of the population mean is,
- E <
<
+ E
7.5 - 0.04 < < 7.5 + 0.04
( 7.46 <
< 7.54 )