Question
An engineer at a semiconductor company wants to model the relationship between the device HFE (y) and three parameters: Emitter-RS (x1), Base-RS (x2), and Emitter-to-Base
An engineer at a semiconductor company wants to model the relationship between the device HFE (y) and three parameters: Emitter-RS (x1), Base-RS (x2), and Emitter-to-Base RS (x3). The data are shown in the following table.
X1 | X2 | X3 | y | X1 | X2 | X3 | y |
14.620 | 226.000 | 7.000 | 128.400 | 15.500 | 230.200 | 5.750 | 97.520 |
15.630 | 220.000 | 3.375 | 52.620 | 16.120 | 226.500 | 3.750 | 59.060 |
14.620 | 217.400 | 6.375 | 113.900 | 15.130 | 226.600 | 6.125 | 111.800 |
15.000 | 220.000 | 6.000 | 98.010 | 15.630 | 225.600 | 5.375 | 89.090 |
14.500 | 226.500 | 7.625 | 139.900 | 15.380 | 229.700 | 5.875 | 101.000 |
15.250 | 224.100 | 6.000 | 102.600 | 14.380 | 234.000 | 8.875 | 171.900 |
16.120 | 220.500 | 3.375 | 48.140 | 15.500 | 230.000 | 4.000 | 66.800 |
15.130 | 223.500 | 6.125 | 109.600 | 14.250 | 224.300 | 8.000 | 157.100 |
15.500 | 217.600 | 5.000 | 82.680 | 14.500 | 240.500 | 10.870 | 208.400 |
15.130 | 228.500 | 6.625 | 112.600 | 14.620 | 223.700 | 7.375 | 133.400 |
(a) Fit a multiple linear regression model to the data.
(b) Predict HFE (y) when x1 = 14.5, x2 = 220, and x3 = 5.0.
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