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A step-by-step guide on how to use fathom software to explore sampling distributions using a collection of 100 random rectangles. It covers sampling, computing summary statistics, and comparing sampling distributions with population distributions. The activity involves drawing samples of size 5 from the collection and computing measures such as mean, median, and maximum. It also includes predictions, sketches, and comparisons of sampling distributions.
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Exploring Statistics with Fathom 4: Sampling Distributions 127
In this activity you’ll use Fathom to draw samples of size 5 from a collection of
rectangles many times to explore the sampling distribution of various summary
You will need
Rectangles.ftm
statistics.
100 random rectangles.
Q1 Make a plot of Area and describe the distribution of Area in terms of shape,
center, and spread.
Fathom takes a sample of ten cases with replacement and places them in a new
collection named Sample of Rectangles. You’ll change this to five cases without
replacement.
Notice that animation
is on by default. You
may want to change
this later.
show its inspector. On the Sample
panel, change the settings to match
these. Click Sample More Cases.
Remember that you
can drag an attribute
from the Cases panel
of the inspector.
the collection of all 100 rectangles. Make
a dot plot of the attribute Area for your sample.
Choose Graph Plot
Value and type
!"#$%&. Then do
the same for the other
values.
for your sample. Plot the values for the mean,
median, and maximum of your sample.
Q2 In a moment, you are going to repeat this
sampling, say, 200 times, to create sampling
distributions of these summary statistics (or
measures). But first, sketch distributions to
predict what you will get for the set of 200 mean, median, and maximum areas.
128 4: Sampling Distributions Exploring Statistics with Fathom
Now you need to define the measures and collect them for several samples.
inspector. On the Measures panel, define the
three measures shown. The values in the
inspector should be the same as those plotted
on your graph.
You can see the samples being taken by watching the dot plot.
Collect
Measures. You should see Fathom take five samples from the Rectangles
collection. Each time, Fathom places the measures in a new collection named
Measures from Sample of Rectangles.
inspector. Go to the Cases panel. Confirm that the attributes are the measures
you defined in step 6.
of Rectangles.
Notice that Replace
existing cases is off
by default, so you
need only 195 more
measures to make a
total of 200 measures.
distribution. Show the inspector for the
Measures from Sample of Rectangles
collection. Go to the Collect Measures
panel and change the settings to match
these.
You can also select
the measures
collection and choose
Collection Collect
More Measures.
time to collect another 195 samples of size 5. You can see Fathom taking
these samples from the Rectangles collection and calculating the measures by
watching the histograms you created in step 9.
Q3 Sketch your histogram of the sampling distribution for each measure.
continued