Activity: Inference
for Regression
1. Consider
the following three data sets, where Row is the row number where the student
sits in class, and Grade is the student’s grade in the course, using the
usual 4 point scale.
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(a)
Plot the data for each data set.
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(b) Matching: Give
the data set number associated with each of the following regression lines
found using Minitab. (Don’t
calculate these equations. Just
use your vision and judgment.) Then
draw these lines on the corresponding graphs above.
yhat = 4.46 - 0.615 x Set
# ___
yhat = 2.46 - 0.115 x
Set # ___
yhat = 4.00 - 0.500 x Set
# ___
(c)Which
data set gives the strongest evidence of the claim that students who sit
closer to the front tend to perform better? _____
Which data set provides the weakest evidence of this claim? _____ OK
– Now explain your reasoning!
(d) For
each data set a test was done to see if there is a relationship between
the row a student sits in and the student’s grade. Minitab
produced the following P-values. Match
these with the three data sets.
.099
.001
.764