A study was performed on a type of bearing to find the relationship of amount of wearytox1 = oil viscosity andx2 = load. The following data were obtained. (FromResponse Surface Methodology, Myers, Montgomery, and Anderson-Cook, 2009.)
y
x1
x2
193
1.6
851
230
15.5
816
172
22.0
1058
91
43.0
1201
113
33.0
1357
125
40.0
1115
(a) Estimate the unknown parameters of the multiple linear regression equation
μY|x1,x2 =β0 +β1x1 +β2x2.
(b) Predict wear when oil viscosity is 20 and load is 1200.
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