In: Statistics and Probability
A.Express the confidence interval 631<μ<714.2631<μ<714.2 in the form of ¯x±MEx¯±ME.
¯x±ME=_____±______
B.You want to obtain a sample to estimate a population mean.
Based on previous evidence, you believe the population standard
deviation is approximately σ=38.8σ=38.8. You would like to be 99.5%
confident that your esimate is within 4 of the true population
mean. How large of a sample size is required?
n =
Do not round mid-calculation. However, use a critical value
accurate to three decimal places — this is important for the system
to be able to give hints for incorrect answers.
C.Waitresses and waiters at a restaurant are trying to estimate
the average tip on a given day. At StatKey, select CI for Single
Mean, Median, St.Dev., then change the data set to
Resturant Tips (Tip).
Create a sampling distribution by running at least 6000 samples
based on their data set. Find a 95% confidence interval for the
average daily tip at this resturant.
Mean | ±± | EBM |
±± |
D.In a survey, 19 people were asked how much they spent on their child's last birthday gift. The results were roughly bell-shaped with a mean of $32 and standard deviation of $2. Find the margin of error at a 99% confidence level.
Give your answer to two decimal places
A.
The given confidence interval for a population mean is,
That is, lower bound of confidence interval = 631 and
Upper bound of confidence interval = 714.2
The point estimate (xbar) and margin of error (ME)
The formula to find the point estimate is,
and the formula to find the margin of error is,
The given interval in the form of is
B.
Given: , the margin of error (ME) = 4 and c = confidence level = 99.5% = 0.995
The formula to find the sample size is,
Where Z - is the critical value at a given confidence level
To find the Z critical value the area 1 = (alpha/2) that is area to the left of Z is needed
alpha = 1 - c = 1 - 0.995 = 0.005
alpha/2 = 0.0025, 1 - (alpha/2) = 1 - 0.0025 = 0.9975
The z critical value uisng technology like excel for the area 0.9975 is 2.807
Type the function in one empty cell as =normsinv(0.9975) and enter to get 2.807
The sample size is,
Rounded to the next whole number is 742.
The sample of size 742 is required.
C. Data needed to simulate the sample and also for finding the confidence interval.
D.
Given: n = number of surveyed people = 19
Mean = 32, standard deviation = 2 and c = confidence level = 99% = 0.99
The formula to find the margin of error is,
Z - is the critical value at given confidence level
To find it the area 1 - (alpha/2) is needed.
alpha = 1 - 0.99 = 0.01
alpha/2 = 0.005 => 1 - (alpha/2) = 1 - 0.005 = 0.995
The z critical value for area 0.995 using excel is 2.576
The margin of error is,
Margin of error for 99% is 1.18