Difference between revisions of "Worksheets/Week3"

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Your group is developing a new product, but have been struggling to get the product’s stability, measured in days, to the level required. You are aiming for a stability value of 50 days or more.
Your group is developing a new product, but have been struggling to get the product’s stability, measured in days, to the level required. You are aiming for a stability value of 50 days or more.


<html><div data-datacamp-exercise data-lang="r" data-height="auto">
<html><div data-datacamp-exercise data-lang="r" data-height="auto">
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# Define the 3 factors. This code is a template that you  
# Define the 3 factors. This code is a template that you  
# can easily extend and reuse for full factorial designs:
# can easily extend and reuse for full factorial designs:
base <- c(-1, +1)
base <- c(-1, +1)
design <- expand.grid(A=base, B=base, C=base)
design <- expand.grid(A=base, B=base, C=base)
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     </code>
     </code>
</div></html>
</div></html>
base <- c(-1, +1)
design <- expand.grid(A=base, B=base, C=base)
A <- design$A
B <- design$B
C <- design$C
y <- c(40, 27, 35, 21, 41, 27, 31, 20)
mod.stability <- lm(y ~ A*B*C)
summary(mod.stability)
paretoPlot(mod.stability)
contourPlot(mod.stability, 'A', 'B')
contourPlot(mod.stability, 'A', 'C')

Revision as of 16:42, 10 March 2019

Part 1

A factorial experiment was run to investigate the settings that minimize the production of an unwanted side product. The two factors being investigated are called A and B for simplicity.


Part 2

Continuing from above, with 2 extra experimental points:


Part 3

Your family runs a small business selling products online. The first factor of interest is whether to provide free shipping over €30 or over €50. The second factor is whether or not the purchaser must first create a profile before completing the transaction. The purchaser can still complete their transaction without creating a profile. Below are the data collected, showing the 8 experiments.


Part 4

Continuing with the case above:

Part 5

Your group is developing a new product, but have been struggling to get the product’s stability, measured in days, to the level required. You are aiming for a stability value of 50 days or more.