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An experiment was conducted on a chemical process that produces a polymer. The four factors studied were temperature A, catalyst concentration B, time C, and

An experiment was conducted on a chemical process that produces a polymer. The four factors studied were temperature A, catalyst concentration B, time C, and pressure D. Two responses, molecular weight and viscosity, were observed. The design matrix and response data are

Std Order Actual Run Order A B C D Molecular Weight Viscosity Point Type
1 14 -1 -1 -1 -1 3000 1610 1
2 9 1 -1 -1 -1 3013 1725 1
3 13 -1 1 -1 -1 2894 1748 1
4 8 1 1 -1 -1 3138 1875 1
5 3 -1 -1 1 -1 3269 1587 1
6 11 1 -1 1 -1 3281 1754 1
7 18 -1 1 1 -1 3000 1725 1
8 17 1 1 1 -1 3438 1863 1
9 6 -1 -1 -1 1 3000 1610 1
10 7 1 -1 -1 1 2988 1754 1
11 2 -1 1 -1 1 2875 1725 1
12 10 1 1 -1 1 3150 1725 1
13 4 -1 -1 1 1 3281 1633 1
14 19 1 -1 1 1 3288 1714 1
15 15 -1 1 1 1 3125 1725 1
16 20 1 1 1 1 3388 1840 1
17 1 0 0 0 0 3144 1725 0
18 5 0 0 0 0 3125 1679 0
19 16 0 0 0 0 3000 1754 0
20 12 0 0 0 0 3094 1725 0

In Natural Values the factor levels are:

A (degrees C) Low =100, High =120

B (%) Low =4% High =8%

C (minutes Low =20, High =30

D (psi) Low =60, High =75

a report to management of your analysis and recommendations. For both response variables it is expected that you create a model equation, assess if the model is linear (give reason) and assess the adequacy of the model. If the goal is to maximize the Molecular Weight, where would you recommend that the inputs be set - stated in natural values.Clearly state all of your conclusions in practical terms.

using minitab

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