|
In exercise 12, the following data on x = average daily hotel room rate and y = amount spent on entertainment (The Wall Street Journal, August 18, 2011) lead to the estimated regression equation ŷ = 17.49 + 1.0334x. For these data SSE = 1541.4. Click on the webfile logo to reference the data. a. Predict the amount spent on entertainment
for a particular city that has a daily room rate of $89 (to 2
decimals). b. Develop a 95% confidence interval for the
mean amount spent on entertainment for all cities that have a daily
room rate of $89 (to 2 decimals). c. The average room rate in Chicago is $128.
Develop a 95% prediction interval for the amount spent on
entertainment in Chicago (to 2 decimals). |
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Question 7 of 10
Exercise 12.39
In: Statistics and Probability
The file Hotel Prices contains the prices in British pounds (about US$ 1.52 as of July 2013) of a room at two-star, three-star, and four-star hotels in cities around the world in 2013.
|
City |
Two-Star |
Three-Star |
Four-Star |
|
Amsterdam |
74 |
88 |
116 |
|
Bangkok |
23 |
35 |
72 |
|
Barcelona |
65 |
90 |
106 |
|
Beijing |
35 |
50 |
79 |
|
Berlin |
63 |
58 |
76 |
|
Boston |
102 |
132 |
179 |
|
Brussels |
66 |
85 |
98 |
|
Cancun |
42 |
85 |
205 |
|
Chicago |
66 |
115 |
142 |
|
Dubai |
84 |
67 |
111 |
|
Dublin |
48 |
66 |
87 |
|
Edinburgh |
72 |
82 |
104 |
|
Frankfurt |
70 |
82 |
107 |
|
Hong Kong |
42 |
87 |
131 |
|
Istanbul |
47 |
77 |
91 |
|
Las Vegas |
41 |
47 |
85 |
|
Lisbon |
36 |
56 |
74 |
|
London |
74 |
90 |
135 |
|
Los Angeles |
80 |
118 |
200 |
|
Madrid |
47 |
66 |
79 |
|
Miami |
84 |
124 |
202 |
|
Montreal |
76 |
113 |
148 |
|
Mumbai |
41 |
72 |
90 |
|
Munich |
79 |
97 |
115 |
|
New York |
116 |
161 |
206 |
|
Nice |
69 |
87 |
133 |
|
Orlando |
45 |
78 |
120 |
|
Paris |
76 |
104 |
150 |
|
Rome |
75 |
82 |
108 |
|
San Francisco |
92 |
137 |
176 |
|
Seattle |
95 |
120 |
166 |
|
Shanghai |
22 |
49 |
79 |
|
Singapore |
58 |
104 |
150 |
|
Tokyo |
50 |
82 |
150 |
|
Toronto |
72 |
92 |
149 |
|
Vancouver |
74 |
105 |
146 |
|
Venice |
87 |
99 |
131 |
|
Washington |
85 |
128 |
158 |
a. Compute the mean, median, first quartile, and third quartile.
b. Compute the range, interquartile range, variance, standard de-viation, and coefficient of variation.
c. Interpret the measures of central tendency and variation within the context of this problem.
d. Construct a boxplot. Are the data skewed? If so, how?
e. Compute the covariance between the average price at two-star and three-star hotels, between two-star and four-star hotels, and between three-star and four-star hotels.
f. Compute the coefficient of correlation between the average price at two-star and three-star hotels, between two-star and four-star hotels, and between three-star and four-star hotels.
g. Which do you think is more valuable in expressing the relation-ship between the average price of a room at two-star, three-star, and four-star hotels—the covariance or the coefficient of cor-relation? Explain.
h. Based on (f), what conclusions can you reach about the relationship between the average price of a room at two-star, three-star, and four-star hotels?
In: Statistics and Probability
Round Tree Manor is a hotel that provides two types of rooms with three rental classes: Super Saver, Deluxe, and Business. The profit per night for each type of room and rental class is as follows:
|
Rental Class |
||||
|
|
Super Saver |
Deluxe |
Business |
|
|
Type I |
$38 |
$43 |
— |
|
|
Type II |
$16 |
$28 |
$45 |
|
Type I rooms do not have wireless Internet access and are not available for the Business rental class.
Round Tree's management makes a forecast of the demand by rental class for each night in the future. A linear programming model developed to maximize profit is used to determine how many reservations to accept for each rental class. The demand forecast for a particular night is 140 rentals in the Super Saver class, 50 rentals in the Deluxe class, and 40 rentals in the Business class. Round Tree has 110 Type I rooms and 110 Type II rooms.
|
Variable |
# of reservations |
|
SuperSaver rentals allocated to room type I |
|
|
SuperSaver rentals allocated to room type II |
|
|
Deluxe rentals allocated to room type I |
|
|
Deluxe rentals allocated to room type II |
|
|
Business rentals allocated to room type II |
|
Rental Class |
# of reservations |
|
SuperSaver |
|
|
Deluxe |
|
|
Business |
In: Math
you are a hotel manager, and are considering four projects that yield different payoffs, depending upon whether there is an economic boom or recession. The potential payoffs and corresponding payoffs are summarized in the following table.
|
Boom (60%) |
Recession (40%) |
|
|
A |
50 |
-5 |
|
B |
30 |
-30 |
|
C |
20 |
10 |
|
D |
60 |
-30 |
Calculating expected value and standard deviation, and explain what is your preferred project if you are risk neutral? Risk averse? If you could combine project C and D together as one project, how is it compared with project A in terms of return and risks? please show working out and formulas
In: Economics
Reid Harper, the manager at Modix Hotel, makes every effort to ensure that customers attempting to make phone reservations do not have to wait too long to speak with a reservation specialist. Since the hotel accepts phone reservations 24 hours a day, Reid is especially interested in maintaining consistency in service. Reid wants to determine if the variance of wait time in the early morning shift (12:00 am – 6:00 am) differs from that in the late morning shift (6:00 am – 12:00 pm). He uses independently drawn samples of wait time for phone reservations for both shifts for the analysis; a portion of the data is shown in the accompanying table. Assume that wait times are normally distributed.
| Early Morning Shift | Late Morning Shift |
| 31 | 105 |
| 62 | 105 |
| 34 | 160 |
| 73 | 122 |
| 31 | 113 |
| 44 | 136 |
| 46 | 115 |
| 50 | 139 |
| 67 | 138 |
| 75 | 134 |
| 58 | 116 |
| 41 | 124 |
| 82 | 119 |
| 59 | 91 |
| 44 | 125 |
| 27 | 126 |
| 46 | 127 |
| 67 | 115 |
| 42 | 109 |
| 52 | 124 |
| 45 | 120 |
| 67 | 118 |
| 60 | 126 |
| 43 | 117 |
a. Select the hypotheses to test if the variance of wait time in the early morning shift differs from that in the late morning shift.
H0: σ12 / σ22 = 1, HA: σ12 / σ22 ≠ 1
H0: σ12 / σ22 ≤ 1, HA: σ12 / σ22 > 1
H0: σ12 / σ22 ≥ 1, HA: σ12 / σ22 < 1
b-1. Calculate the value of the test statistic. (Round intermediate calculations to at least 4 decimal places and final answer to 3 decimal places.)
b-2. Find the p-value.
c. At the 10% significance level, what is your conclusion?
Reject H0, since the p-value is more than α.
Reject H0, since the p-value is less than α.
Do not reject H0, since the p-value is less than α.
Do not reject H0, since the p-value is more than α.
d. Interpret the results at α =
0.10.
The variance of wait time in the early morning shift is greater than that in the late morning shift.
The variance of wait time in the early morning shift is not greater than that in the late morning shift.
The variance of wait time in the early morning shift differs from that in the late morning shift.
The variance of wait time in the early morning shift does not differ from that in the late morning shift.
In: Math
Problem 17
The Hodges, a 300-room hotel, has provided you with the following data for the months of June and July:
June July
Single rooms sold 2,400 2,418
Double rooms sold 4,200 4,278
Room revenue $396,000 $339,000
Number of paid guests 9,900 9,910
Required:
In: Accounting
Write a program that reads such a file and displays the total amount for each service category. Use the following data for your text file:5 pts
Bob;Dinner;10.00;January 1, 2013
Tom;Dinner;14.00;January 2, 2013
Anne;Lodging;125.00;January 3, 2013
Jerry;Lodging;125.00;January 4, 2013
The output should be:
Dinner: 24.00
Lodging: 250.00
Python, keep it simple, thank you
In: Computer Science
The manager of a small hotel resort is considering expansion. He would like to issue bonds but do not quite understand why he may or may not receive what amount of money is stated on the face of the bond but he has to repay what is on the face of the face bond. Write a report to the manager explaining the market forces that determine how much money will be collected. Also explain how the interest payment on bonds are calculated and paid. write a report with 800 words explaining the market forces that determine how much money will be collected and how the interest payment on bonds are calculated and paid.
In: Accounting
Round Tree Manor is a hotel that provides two types of rooms with three rental classes: Super Saver, Deluxe, and Business. The profit per night for each type of room and rental class is as follows:
| Rental Class | ||||
Room |
Super Saver | Deluxe | Business | |
| Type I | $31 | $35 | — | |
| Type II | $16 | $33 | $42 | |
Type I rooms do not have wireless Internet access and are not available for the Business rental class.
Round Tree's management makes a forecast of the demand by rental class for each night in the future. A linear programming model developed to maximize profit is used to determine how many reservations to accept for each rental class. The demand forecast for a particular night is 130 rentals in the Super Saver class, 50 rentals in the Deluxe class, and 45 rentals in the Business class. Round Tree has 105 Type I rooms and 145 Type II rooms.
| Variable | # of reservations |
|---|---|
| SuperSaver rentals allocated to room type I | ??? |
| SuperSaver rentals allocated to room type II | ??? |
| Deluxe rentals allocated to room type I | ??? |
| Deluxe rentals allocated to room type II | ??? |
| Business rentals allocated to room type II | ??? |
| Rental Class | # of reservations |
|---|---|
| SuperSaver | ??? |
| Deluxe | ??? |
| Business | ??? |
Please be descriptive and show all work step-by-step.
In: Advanced Math
The manager of a small hotel resort is considering expansion. He would like to issue bonds but do not quite understand why he may or may not receive what amount of money is stated on the face of the bond but he has to repay what is on the face of the bond. Write a report to the manager explaining the market forces that determine how much money will be collected. Also explain how the interest payment on bonds are calculated and paid. bear in mind that the stated interest rate and the market interest rate are the two interest rate that work together to determine the market price of a bond. write in essay format no log explanation.
In: Accounting