Distribution sketches and summary-stat comparisons
Answer the following conceptual statistics questions. Assume you have a large random sample and you are sketching shape only (no need for exact parameters).
Part A — Human heights
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Sketch the distribution of
adult male heights in the US
.
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Sketch the distribution of
adult female heights in the US
.
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If you combine men and women into a single population, what does the height distribution look like? Explain why.
Part B — Social network connections
Consider the distribution of number of connections/friends per user on a professional social network (e.g., LinkedIn).
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Sketch the distribution of “number of connections.”
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Describe what you expect for the
mean
relative to most users (i.e., will the mean be close to a typical user’s value?).
-
For this distribution, compare
mean vs median vs mode
and explain your reasoning.
(You may assume standard data issues like outliers and heavy tails can occur.)