Question

In: Statistics and Probability

The marketing manager of a large supermarket chain would like to use shelf space to predict...

The marketing manager of a large supermarket chain would like to use shelf space to predict the sales of pet food. For a random sample of 15 similar stores, she gathered the following information regarding the shelf space, in feet, devoted to pet food and the weekly sales in hundreds of dollars. .

Store

Shelf Space

Weekly Sales

1

5

1.3

2

5

1.6

3

5

1.4

4

10

1.7

5

10

1.9

6

10

2.3

7

15

2.2

8

15

2

9

15

1.8

10

20

2.2

11

20

2.4

12

20

2.9

13 25 2.9
14 25 2.7
15 25 2.5

Find the 99% prediction interval for the Weekly Sales when the shelf space is 30. (round to 3 decimal places)

  • A.

    2.000 < y < 4.000

  • B.

    2.165 < y < 3.915

  • C.

    2.325 < y < 3.232

  • D.

    2.094 < y < 3.927

Solutions

Expert Solution


Related Solutions

The marketing manager of a large supermarket chain would like to use shelf space to predict...
The marketing manager of a large supermarket chain would like to use shelf space to predict the sales of pet food. A random sample of 12 equal-sized stores is selected, with the following results. Shelf Space Sales Aisle Location 5 160 0 5 220 1 5 140 0 10 190 0 10 240 0 10 260 1 15 230 0 15 270 0 15 280 1 20 260 0 20 290 0 20 310 1 A. Construct a scatter plot...
1. The marketing manager of a large supermarket chain would like to use shelf space to...
1. The marketing manager of a large supermarket chain would like to use shelf space to predict the sales of a specialty pet food. Data are collected from a random sample of 8 equal-sized stores, with the following results: Store Shelf Space (in square feet) Weekly Sales (in Dollars) 1 4 120 2 4 150 3 8 160 4 8 180 5 12 200 6 16 210 7 16 240 8 20 260 Use Excel to find the regression results...
The marketing manager of a large super-market chain has the business objective of using shelf space...
The marketing manager of a large super-market chain has the business objective of using shelf space most efficiently. Toward that goal, they would like to use shelf space to predict the sales of a specialty pet food. Data are collected from a random sample of 12 equal-sized store, with the following results: Shelf Space Sales Aisle Location 5 160 0 5 220 1 5 140 0 10 190 0 10 240 0 10 260 1 15 230 0 15 270...
The marketing manager of a large supermarket chain faced the business problem of determining the effect...
The marketing manager of a large supermarket chain faced the business problem of determining the effect on the sales of pet food of shelf space and whether the product was placed at the front ​(equals​1) or back ​(equals ​0) of the aisle. Data are collected from a random sample of 12​ equal-sized stores and are given below. Complete parts​ (a) through​ (g). For parts​ (a) through​ (d), do not include an interaction term. Store Shelf_Space_(Feet) Location Weekly_Sales_($) 1 5 Back...
Exhibit 14 -3 A sample of data The marketing manager of a large supermarket chain believes...
Exhibit 14 -3 A sample of data The marketing manager of a large supermarket chain believes the sales volume, in dollars, of pet food depends on the amount of shelf space (measured in feet of shelf space) devoted to pet food. Shelf Space Sales 5 160 5 220 5 140 10 190 10 240 10 260 15 230 15 270 15 280 20 260 20 290 20 310 The proportion of the variation in sales that is explained by shelf...
Statistics EXERCISE 2. Anna Sheehan is the manager of the Spendwise supermarket chain. She would like...
Statistics EXERCISE 2. Anna Sheehan is the manager of the Spendwise supermarket chain. She would like to be able to predict paperback book sales (books per week) based on the amount of shelf display space (in feet) provided. Anna gathers data for a sample of 11 weeks. Week Number of books sold, Y Feet of shelf space, X 1 275 6,8 2 142 3,3 3 168 4,1 4 197 4,2 5 215 4,8 6 188 3,9 7 241 4,9 8...
A large, U.S. based supermarket chain wants to purchase a medium-sized European supermarket chain based in...
A large, U.S. based supermarket chain wants to purchase a medium-sized European supermarket chain based in London. The U.S. supermarket has reached a point of saturation in the United States and they are looking for ways to grow. The U.S. based supermarket chain pursues a cost-leadership strategy in the United States and offers customers value through low prices and a vast variety of products. The U.S. based supermarket currently has a global market share of 2% and earns approximately 1.78%...
the manager of an amusement park would like to be able to predict daily attendance in...
the manager of an amusement park would like to be able to predict daily attendance in order to develop more accurate plans about how much food to order and how many ride operators to hire. after some consideration, he decided the following three factors are critical: 1. Yesterday's attendance 2. Weekday or Weekend 3. Predicted Weather He then took a random sample of 40 days. For each day, he recorded the attendance, day of the week, and weather forecast. The...
The manager of an amusement park would like to be able to predict daily attendance in...
The manager of an amusement park would like to be able to predict daily attendance in order to develop more accurate plans about how much food to order and how many ride operators to hire. After some consideration, he decided that the following three factors are critical: Yesterday’s attendance Weekday or weekend (1 if weekend, 0 if weekday) Predicted weather Rain forecast ( 1 if forecast for rain, 0 if not) Sun ( 1 if mostly sunny, 0 if not)...
The manager of an amusement park would like to be able to predict daily attendance in...
The manager of an amusement park would like to be able to predict daily attendance in order to develop more accurate plans about how much food to order and how many ride operators to hire. After some consideration, he decided that the following three factors are critical: Yesterday’s attendance Weekday or weekend Predicted weather He then took a random sample of 36 days. For each day, he recorded the attendance, the previous day’s attendance, day of the week, and weather...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT