Please use the accompanying Excel data set or accompanying lext file data set when completing the following exercise. An article in the IEEE Transactions on Components, Hybrids, and Manufacturing Technology (1992, Vol. 15) describes an experiment for investigating a method for aligning optical chips onto circuit boards. The method involves placing solder bumps onto the bottom of the chip. The experiment used three solder bump sizes and three alignment methods. The response variable is alignment accuracy (in micrometers). The data are as follows: Solder Bump Size Alignment Method (diameter in um) 1 2 3 75 4.58 1.54 1.00 4.54 1.42 1.03 130 2.34 1.75 0.86 2.44 1.79 0.90 260 4.94 2.74 2.33 4.52 2.64 2.42 (a) Is there any indication that either solder bump size or alignment method affects the alignment accuracy? Is there any evidence of interaction between these factors? Use a = 0.05. The solder bump size the alignment accuracy, the alignment method the alignment accuracy, the interaction between solder size and alignment method significant in affecting alignment accuracy. (b) What recommendations would you make about this process? To improve alignment accuracy, it seems that solder size should be set at v um while the alignment method used should be method (c) Analyze the residuals from this experiment. Comment on model adequacy. The assumption of normality reasonable, the assumption of constant variance v reasonable. Statistical Tables and Charts
Please use the accompanying Excel data set or accompanying lext file data set when completing the following exercise. An article in the IEEE Transactions on Components, Hybrids, and Manufacturing Technology (1992, Vol. 15) describes an experiment for investigating a method for aligning optical chips onto circuit boards. The method involves placing solder bumps onto the bottom of the chip. The experiment used three solder bump sizes and three alignment methods. The response variable is alignment accuracy (in micrometers). The data are as follows: Solder Bump Size Alignment Method (diameter in um) 1 2 3 75 4.58 1.54 1.00 4.54 1.42 1.03 130 2.34 1.75 0.86 2.44 1.79 0.90 260 4.94 2.74 2.33 4.52 2.64 2.42 (a) Is there any indication that either solder bump size or alignment method affects the alignment accuracy? Is there any evidence of interaction between these factors? Use a = 0.05. The solder bump size the alignment accuracy, the alignment method the alignment accuracy, the interaction between solder size and alignment method significant in affecting alignment accuracy. (b) What recommendations would you make about this process? To improve alignment accuracy, it seems that solder size should be set at v um while the alignment method used should be method (c) Analyze the residuals from this experiment. Comment on model adequacy. The assumption of normality reasonable, the assumption of constant variance v reasonable. Statistical Tables and Charts
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Transcribed Image Text:Please use the accompanying Excel data set or accompanying Text file data set when completing the following exercise.
An article in the IEEE Transactions on Components, Hybrids, and Manufacturing Technology (1992, Vol. 15) describes an experiment for
investigating a method for aligning optical chips onto circuit boards. The method involves placing solder bumps onto the bottom of the
chip. The experiment used three solder bump sizes and three alignment methods. The response variable is alignment accuracy (in
micrometers). The data are as follows:
Solder Bump Size Alignment Method
(diameter in um)
1 2 3
75
4.58
1.54
1.00
4.54
1.42
1.03
130
2.34
1.75
0.86
2.44
1.79
0.90
260
4.94
2.74
2.33
4.52
2.64
2.42
(a) Is there any indication that either solder bump size or alignment method affects the alignment accuracy? Is there any evidence of
interaction between these factors? Use a = 0.05.
The solder bump size
the alignment accuracy, the alignment method
the alignment
accuracy, the interaction between solder size and alignment method
significant in affecting alignment accuracy.
(b) What recommendations would you make about this process?
To improve alignment accuracy, it seems that solder size should be set at
v um while the alignment method used should be
method
(c) Analyze the residuals from this experiment. Comment on model adequacy.
The assumption of normality
reasonable, the assumption of constant variance
v reasonable.
Statistical Tables and Charts
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