A few days ago
little bear

6.47 Statistics Normal Probability Distribution Problem?

Airlines and hotels often grant reservations in excess of capacity to minimize losses due to no-shows. Suppose the records of a hotel show that, on average, 10% of their prospective guests will not claim their reservation. If the hotel accepts 215 reservations and there are only 200 rooms in the hotel, what is the probability that all guests who arrive to claim a room will receive one?

Answer at the back of the book: .9441

My wrong answer: .9306

Please show me step-by-step how you derived at the correct answer .9441. Thank you very much.

Top 2 Answers
A few days ago
Merlyn

Favorite Answer

Let X be the number of people that show up to the hotel.

X has the binomial distribution with 215 trials and a success probability of 0.90

In general, if X has the binomial distribution with n trials and a success probability of p then

P[X = x] = n!/(n!(n-1)!) * p^x * (1-p)^(n-x)

for values of x = 0, 1, 2, …, n

for all guess to arrive and get a room you need 200 or fewer to show up.

P(X ≤ 200) = 1 – P(X > 200)

=1 – ( P[X = 201] + P[X = 202] + …. + P[X = 215])

= 0.95035

You can use the normal approximation to the binomial if np > 10 and n(1-p) > 10. Both are true here.

using the normal approximation to the binomial you have X ~ N(n*p, n*p*(1-p)) = N(193.5, 19.35)

P[X < 200] = P[X < 200.5] because of the continuity correction. Now convert to standard units P[X < 200.5] = P[Z < (200.5 - 193.5)/Sqrt(19.35)] = P[Z < 1.59] where Z is the standard normal P[Z < 1.59] = 0.9441 from the standard normal tables. looking at your answer you forgot the continuity correction.

0

4 years ago
?
Given: inhabitants propose ? = 80 mosquitoes/m², the inhabitants primary deviation is ? = 12 mosquitoes/m², pattern length is n = 9. on account which you’re instructed to anticipate that the variable is often allotted, the first commonplace distribution (as antagonistic to the student’s t distribution) could be utilized. by way of fact we are sorting out suggestions a pair of pattern propose, we use right here formulation: z = (X-bar – ?)/(?/?n). z = (80 two.8 – 80) / (12 / ?9) z = 2.8 / (12 / 3) z = 2.8 / 4 z = 0.7 by way of fact the question asks for the risk of the final being *extra* than 80 two.8, discover the section decrease than the first commonplace curve to the main suitable of z = 0.7. using an information superhighway calculator (see components decrease than), the risk is p = 0.242. (of direction you will discover this fee using a primary commonplace table from a statistics textbook besides.)
0