Restaurant Digest, a famous restaurant magazine writes that the amount of tips servers get in Florida is affected by several factors including the amount of bill, number of adult diners as well as...


Restaurant Digest, a famous restaurant magazine writes that the amount of tips servers get in Florida is affected by several factors including the amount of bill, number of adult diners as well as kids and the income of the diners. Use the data below to answer the following questions:



  1. Find the multiple regression model.

  2. At a level of significance of 0.03, is there a significance relationship between the amount of tip  and at least one of the independent variables?

  3. What is the likely amount of tip if a group of diners spend $40.33 and had an annual income of $81,000. The diners included 4 adults and 3 kids?

  4. What percent of the variation in amount of tip  is accounted for by amount of bill, annual income, number of adults and kids?






























































































































































































































































CustomerAmount of TipAmount of BillNumber of adult DinersNumber of kidsAnnual Income
1 $                            7.00 $                      48.9753100000
2 $                            4.50 $                      28.234380000
3 $                            1.00 $                      10.651020000
4 $                            2.40 $                      19.823219000
5 $                            5.00 $                      28.623250000
6 $                            4.25 $                      24.832225000
7 $                            0.50 $                        6.24118000
8 $                            6.00 $                      49.2043106000
9 $                            5.00 $                      43.263298000
10 $                            4.75 $                      31.364360000
11 $                            5.25 $                      32.874361000
12 $                            6.00 $                      34.993263000
13 $                            4.00 $                      33.914262000
14 $                            3.35 $                      23.062125000
15 $                            0.75 $                        4.65115000
16 $                            3.30 $                      23.592130000
17 $                            3.50 $                      22.302128000
18 $                            3.25 $                      32.002148000
19 $                            5.40 $                      50.0243108000
20 $                            2.25 $                      17.603318000
21 $                            5.50 $                      44.474390000
22 $                            3.00 $                      20.272220000
23 $                            1.25 $                      19.532219000
24 $                            3.25 $                      27.033328000
25 $                            3.00 $                      21.282433000
26 $                            6.25 $                      43.384388000
27 $                            5.60 $                      28.124340000
28 $                            2.50 $                      26.252241000
29 $                            9.25 $                      56.8154120000
30 $                            8.25 $                      50.6554110000
Jun 10, 2022
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