Scatter Plots and Association -- Tutor Intake Assessment
This is a quick check on reading and interpreting scatter plots. The goal
is to see where your understanding is solid and where we should spend
time together — not to grade you. Work independently, without notes.
Concepts
A scatter plot of outside temperature and hot chocolate sales
shows points sloping downward from left to right: as temperature
increases, hot chocolate sales decrease. What is the best term
for this pattern?
A scatter plot shows points that generally trend upward from
left to right, but the points are spread out quite loosely
around that trend rather than sitting close to a line. Which
statement is most accurate?
A scatter plot of shoe size versus math test score for 20
students shows points scattered all over the plot with no
upward slope, no downward slope, and no curve -- just a random
spread. What is the best description of this pattern?
A scatter plot of a child's age (0 to 18 years) against height
shows height increasing quickly in early childhood, then the
rate of increase slowing down and leveling off in the teenage
years — the points trace a curved path, not a straight one. Is
this association linear or nonlinear? Answer with one word.
Applications
A scatter plot of used-car age versus price shows two separate
groups of points: one group of nearly-new cars (1-5 years old)
priced high, and a second group of older cars (8-15 years old)
priced low, with almost no cars in between. What do these two
separate groups of points represent?
In a scatter plot of latitude versus average January
temperature for 20 U.S. cities, one high-elevation southern city
is noticeably colder than the overall trend predicts. A student
says, "That point is probably a mistake, so we should just
delete it from the data." Is the student's reasoning sound?
A scatter plot shows a clear positive association between
monthly ice cream sales and the number of reported drownings
that month: as ice cream sales go up, so do drownings. Does this
scatter plot prove that ice cream sales cause drownings?
A tutor shows you a scatter plot of hours of TV watched per week
versus students' GPA, which shows a negative association: more
TV watching tends to go with a lower GPA. In 1-2 sentences,
explain why this scatter plot alone does not prove that watching
TV causes a lower GPA, and name one other factor that might
explain the pattern.
Answer all problems to submit.