Statistics

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Assignment3.xlsm

Problem 1

Problem 1: 25 points
Write down a 16-run design for 10 factors.
a) give the notation of the design.
b) how might you decide which 10 columns to use for a balanced design?

Problem 2

Problem 2: 25 points
Define a definitive screening design
a) what is a DSD?
b) how many levels are usually in a DSD?
c) Is a DSD better for a small number of factors (less than 5)?
d) what is the notation for a DSD of 10 factors?

Problem 3

problem 3: 50 pts
standard order run order A B y
1 15 -1 -1 90
2 10 1 -1 35
3 14 -1 1 85
4 7 1 1 80
a) provide a run order chart 5 11 -1 -1 40
b) any trends in the chart? 6 6 1 -1 78
c) dotplot 7 18 -1 1 90
d) effects 8 5 1 1 80
e) normal plot of effects 9 9 -1 -1 30
f) prediction equation 10 3 1 -1 53
g) ANOVA table 11 19 -1 1 87
h) any significant factors or interactions? 12 8 1 1 85
i) recommendations 13 13 -1 -1 87
14 1 1 -1 48
15 17 -1 1 83
16 4 1 1 50