d-3. Interpret the regression coefficient. (Round your answer to 4 decimal places.)       e. Predict the tip based on a bill amount of $100. (Round your answer to 3 decimal places.)

MATLAB: An Introduction with Applications
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The Conch Café, located in Gulf Shores, Alabama, features casual lunches with a great view of the Gulf of Mexico. To accommodate the increase in business during the summer vacation season, Fuzzy Conch, the owner, hires a large number of servers as seasonal help. When he interviews a prospective server, he would like to provide data on the amount a server can earn in tips. He believes that the amount of the bill and the number of diners are both related to the amount of the tip. He gathered the following sample information.
 

Customer Amount of Tip Amount of Bill Number of Diners Customer Amount of Tip Amount of Bill Number of Diners
1   $ 7.00   $ 48.97   5 16 $ 3.30   $ 23.59   2
2     4.50     28.23   4 17   3.50     22.30   2
3     1.00     10.65   1 18   3.25     32.00   2
4     2.40     19.82   3 19   5.40     50.02   4
5     5.00     28.62   3 20   2.25     17.60   3
6     4.25     24.83   2 21   5.50     44.47   4
7     0.50     6.24   1 22   3.00     20.27   2
8     6.00     49.20   4 23   1.25     19.53   2
9     5.00     43.26   3 24   3.25     27.03   3
10     4.75     31.36   4 25   3.00     21.28   2
11     5.25     32.87   4 26   6.25     43.38   4
12     6.00     34.99   3 27   5.60     28.12   4
13     4.00     33.91   4 28   2.50     26.25   2
14     3.35     23.06   2 29   9.25     56.81   5
15     0.75     4.65   1 30   8.25     50.65   5
 

 

d-3. Interpret the regression coefficient. (Round your answer to 4 decimal places.)
 

 


 
e. Predict the tip based on a bill amount of $100. (Round your answer to 3 decimal places.)
 

 

 

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