In: Statistics and Probability
New York City is the most expensive city in the United States for lodging. The mean hotel room rate is $204 per night.† Assume that room rates are normally distributed with a standard deviation of $55.
(a)
What is the probability that a hotel room costs $255 or more per night? (Round your answer to four decimal places.)
(b)
What is the probability that a hotel room costs less than $130 per night? (Round your answer to four decimal places.)
(c)
What is the probability that a hotel room costs between $200 and $280 per night? (Round your answer to four decimal places.)
(d)
What is the cost in dollars of the 20% most expensive hotel rooms in New York City? (Round your answer to the nearest cent.)
$
Solution :
Given that ,
mean = = 204
standard deviation = = 55
a)
P(x 255) = 1 - P(x 255)
= 1 - P((x - ) / (255 - 204) / 55)
= 1 - P(z 0.93)
= 1 - 0.8238
= 0.1762
Probability = 0.1762
b)
P(x < 130) = P((x - ) / < (130 - 204) / 55)
= P(z <-1.35 )
= 0.0885
Probability = 0.0885
c)
P(200 < x < 280) = P((200 - 204)/ 55) < (x - ) / < (280 - 204) / 55) )
= P(-0.07 < z < 1.38)
= P(z < 1.38) - P(z < -0.07)
= 0.9162 - 0.4721
= 0.4441
Probability = 0.4441
d)
P(Z > z ) = 20%
1 - P(Z < z) = 0.20
P(Z < z ) = 0.80
P(Z < 0.84) = 0.80
Using z-score formula,
X = z* +
= 0.84 * 55 + 204
= 250.20