Consider the data set below of the 14” pizzas at Little Italy. There are two pizza...

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Statistics

Consider the data set below of the 14” pizzas at Little Italy.There are two pizza chefs (Anna and Lorenzo, Factor A), two workshifts (day and evening, Factor B), and two dough companies (Syscoand PFG Holdings, Factor C). For each combination, there are fourpizzas made (n = 4). The diameter of each pizza ismeasured.

                                                                       Measurements                                               

Pizza                                      Anna                                                 Lorenzo

Dough              Shift            1         2       3       4                   1           2       3        4

Sysco                 Day            14.1     14.1    14.2     14.1               14.2     14.1    14.1     13.9

Sysco                  Evening      14.1     14.2    14.3     14.2               14.3     14.2    14.3     14.1

PFG Holdings    Day            13.9     14.0    14.0     14.1               13.9     13.9    13.8     13.9

PFG Holdings    Evening      13.8     13.7    13.9     14.0               14.3     14.2    14.2     14.1

Using the main effects and the interactions effects and thecontrasts you calculated in part 1:

  1. Calculate the SS of each factor, the factor interactions, theerror, and the total.
  2. Construct the ANOVA table showing the MS of each factor,interaction and error, along with the F values.
  3. Which main effects and interactions are significant at 95%confidence?

Answer & Explanation Solved by verified expert
4.4 Ratings (724 Votes)

The ANOVA table is:

Source DF Adj SS Adj MS F-Value P-Value
Pizza 1 0.02000 0.020000 1.21 0.281
Work Shift 1 0.08000 0.080000 4.83 0.036
Dough Company 1 0.24500 0.245000 14.79 0.001
Error 28 0.46375 0.016562
Lack-of-Fit 4 0.26375 0.065937 7.91 0.000
Pure Error 24 0.20000 0.008333
Total 31 0.80875

There is a main effect of Work Shift.

There is a main effect of Dough Company.

There is an interaction effect.

Pizza Work Shift Dough Company Data
Anna Day Sysco 14.1
Anna Evening Sysco 14.1
Anna Day PFG Holdings 13.9
Anna Evening PFG Holdings 13.8
Anna Day Sysco 14.1
Anna Evening Sysco 14.2
Anna Day PFG Holdings 14
Anna Evening PFG Holdings 13.7
Anna Day Sysco 14.2
Anna Evening Sysco 14.3
Anna Day PFG Holdings 14
Anna Evening PFG Holdings 13.9
Anna Day Sysco 14.1
Anna Evening Sysco 14.2
Anna Day PFG Holdings 14.1
Anna Evening PFG Holdings 14
Lorenzo Day Sysco 14.2
Lorenzo Evening Sysco 14.3
Lorenzo Day PFG Holdings 13.9
Lorenzo Evening PFG Holdings 14.3
Lorenzo Day Sysco 14.1
Lorenzo Evening Sysco 14.2
Lorenzo Day PFG Holdings 13.9
Lorenzo Evening PFG Holdings 14.2
Lorenzo Day Sysco 14.1
Lorenzo Evening Sysco 14.3
Lorenzo Day PFG Holdings 13.8
Lorenzo Evening PFG Holdings 14.2
Lorenzo Day Sysco 13.9
Lorenzo Evening Sysco 14.1
Lorenzo Day PFG Holdings 13.9
Lorenzo Evening PFG Holdings 14.1

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