For 100 randomly-selected moderately priced wines, a number of variables are recorded, including: Quality Rating (1-10, 10 is best), Alcohol Content (%. For example, 12% is recorded as 12 in the dataset), Producer (California, France, or Italy). and whether or not the wine was considered a Vintage (0-No. 1-Yes). Below is the regression output for the model: Quality Rating vs. Alcohol Content, Producer, and Vintage. Term Coefficients Standard Error Stat P-value Constant 4.000 0.883 4.530 0.000 Alcohol Content 0.091 0.080 1.138 0.258 Producer France 0.344 0.212 1.623 0.108 California 0.156 0.163 0.957 0.341 Vintage Yes 0.961 0.141 6.816 0.000 Bolgheri Superiore is an Italian vintage wine with 13% alcohol content. It had an actual Quality Rating of 8.2. In this model, what is the residual for Bolgheri Superiore? 3.0 -3.0

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For 100 randomly-selected moderately priced wines, a number of variables are
recorded, including: Quality Rating (1-10, 10 is best), Alcohol Content (%. For
example, 12% is recorded as 12 in the dataset), Producer (California, France, or Italy).
and whether or not the wine was considered a Vintage (0-No. 1-Yes). Below is the
regression output for the model: Quality Rating vs. Alcohol Content, Producer, and
Vintage.
Term
Coefficients
Standard Error
Stat
P-value
Constant
4.000
0.883
4.530
0.000
Alcohol Content
0.091
0.080
1.138
0.258
Producer
France
0.344
0.212
1.623
0.108
California
0.156
0.163
0.957
0.341
Vintage
Yes
0.961
0.141
6.816
0.000
Bolgheri Superiore is an Italian vintage wine with 13% alcohol content. It had an
actual Quality Rating of 8.2. In this model, what is the residual for Bolgheri
Superiore?
3.0
-3.0
Transcribed Image Text:For 100 randomly-selected moderately priced wines, a number of variables are recorded, including: Quality Rating (1-10, 10 is best), Alcohol Content (%. For example, 12% is recorded as 12 in the dataset), Producer (California, France, or Italy). and whether or not the wine was considered a Vintage (0-No. 1-Yes). Below is the regression output for the model: Quality Rating vs. Alcohol Content, Producer, and Vintage. Term Coefficients Standard Error Stat P-value Constant 4.000 0.883 4.530 0.000 Alcohol Content 0.091 0.080 1.138 0.258 Producer France 0.344 0.212 1.623 0.108 California 0.156 0.163 0.957 0.341 Vintage Yes 0.961 0.141 6.816 0.000 Bolgheri Superiore is an Italian vintage wine with 13% alcohol content. It had an actual Quality Rating of 8.2. In this model, what is the residual for Bolgheri Superiore? 3.0 -3.0
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