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b) This table contains data on three variables that were collected in an observational study in a semiconductor manufacturing plant. In this plant, the finished
b) This table contains data on three variables that were collected in an observational study in a semiconductor manufacturing plant. In this plant, the finished semiconductor is wire bonded to a frame. The variables reported are pull strength (a measure of the amount of force required to break the bond), the wire length, and the height of the die. We would like to find a relation between pull strength to wire length and die height.
Observation | Pull Strength | Wire length | Die Height |
1 | 9.95 | 2 | 50 |
2 | 24.45 | 8 | 110 |
3 | 31.75 | 11 | 120 |
4 | 35 | 10 | 550 |
5 | 25.02 | 8 | 295 |
6 | 16.86 | 4 | 200 |
7 | 14.38 | 2 | 375 |
8 | 9.6 | 2 | 52 |
9 | 24.35 | 9 | 100 |
10 | 27.5 | 8 | 300 |
11 | 17.08 | 4 | 412 |
12 | 37 | 11 | 400 |
13 | 41.95 | 12 | 500 |
14 | 11.66 | 2 | 360 |
15 | 21.65 | 4 | 205 |
16 | 17.89 | 4 | 400 |
17 | 69 | 20 | 600 |
18 | 10.3 | 1 | 585 |
19 | 34.93 | 10 | 540 |
20 | 46.59 | 15 | 250 |
21 | 44.88 | 15 | 290 |
22 | 54.12 | 16 | 510 |
23 | 56.63 | 17 | 590 |
24 | 22.13 | 6 | 100 |
25 | 21.15 | 5 | 400 |
Construct a matrix plot and make comments on the relationship between the variables.
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