In: Statistics and Probability
1. A 2009 sample of New York hotel room prices had an average of $273. Assume this was from a sample of 48 hotels with a sample standard deviation of $72. Construct a 95% confidence interval and report the lower bound for the interval. (Answer to one decimal place and do not include a $ sign).
2.A 2009 sample of New York hotel room prices had an average of $273. Assume this was from a sample of 48 hotels with a sample standard deviation of $72. Construct a 95% confidence interval and report the upper bound for the interval. Your number should be larger than for the previous problem. (Answer to one decimal place and do not include a $ sign).
Solution :
Given that,
Point estimate = sample mean = = 273
sample standard deviation = s = 72
sample size = n = 48
Degrees of freedom = df = n - 1 = 48 - 1 = 47
At 95% confidence level
= 1 - 95%
=1 - 0.95 =0.05
/2
= 0.025
t/2,df
= t0.025,47 = 2.012
Margin of error = E = t/2,df * (s /n)
= 2.012 * ( 72 / 48)
Margin of error = E = 20.9
1) The 95% lower bound confidence interval estimate of the population mean is,
- E
= 273 - 20.9 = 252.1
lower bound = 252.1
2) The 95% upper bound confidence interval estimate of the population mean is,
+ E
= 273 + 20.9 = 293.9
upper bound = 293.9