Problem 1: Using the following Peanut Butter Data set, run a multiple regression to predict the dependent variable score using cost, sodium, and the categorical variable type. Use SPSS to run the regression and provide the printout to interpret the results. Include your interpretation of the results in the document you submit.
Product Type Score Cost Sodium
JIF Creamy 66 22 241
Smuckers Creamy 65 27 13
Deaf Smith Creamy 61 16 0
Adams Natural Creamy 56 20 0
Adams Creamy 54 28 168
Skippy Creamy 61 16 235
Scudders Creamy 52 27 175
Kroger Creamy 50 14 240
Safeway Creamy 50 21 225
Numade Creamy 44 18 190
Peter Pan A Creamy 54 27 245
Peter Pan B Creamy 40 20 2
A&P Creamy 40 16 240
Hollywood Natural Creamy 38 34 18
Food Club Creamy 36 22 256
Pathmark Creamy 40 7 265
Lady Lee Creamy 30 16 225
Albertsons Creamy 30 17 225
Shur Fine Creamy 16 12 289
Smuckers Crunchy 80 27 15
JIF Crunchy 75 23 162
Skippy Crunchy 75 21 211
Adams Natural Crunchy 58 23 0
Deaf Smith Crunchy 56 32 0
Safeway Crunchy 58 26 150
Scudders Crunchy 51 21 175
Smuckers Crunchy 55 26 188
Food Club Crunchy 42 14 195
Kroger Crunchy 50 14 255
A&P Crunchy 44 12 234
Peter Pan Crunchy 49 23 180
Numade Crunchy 44 22 210
Health Valley Crunchy 38 36 2
Lady Lee Crunchy 37 18 225
Albertsons Crunchy 38 17 225
Pathmark Crunchy 31 11 210
Shur Fine Crunchy 30 16 195