Got It? 3. a. Predict th e cost of atten d in g in th e 2016-2017 academ ic year.
b. Reasoning W hat does th e slope of th e line of b est fit in Problem 3 tell
you ab o u t th e rate of change in the cost?
Causation is w hen a change in one quantity causes a change in a second quantity.
A correlation betw een quantities does n o t always im ply causation.
JM n k
Causal re lationships
always have a
correlation. However,
tw o data sets that have a
correlation may not have
a causal re lationship.
Pr o b l em 4 Identifying Whet her Relat ionships Are Causal
In the following situations, is there likely to be a correlation? If so, does the
correlation reflect a causal relationship? Explain.
Q the number of loaves of bread baked and the amount of flour used
There is a positive correlation and also a causal relationship. As the num ber of loaves of
bread baked increases, the am ount of flour used increases.
0 the number of mailboxes and the number of firefighters in a city
There is likely to be a positive correlation because b o th the n u m b e r of mailboxes
an d th e n u m b e r of firefighters te n d to increase as th e p o p u latio n of a city increases.
However, installing m ore m ailboxes will n o t cause th e n u m b e r of firefighters to
increase, so th ere is no causal relationship.
Got It? 4. In th e following situations, is th ere likely to be a correlation? If so, does the
correlation reflect a causal relationship? Explain.
a. th e cost of a family’s vacation an d th e size of th eir house
b. th e tim e sp en t exercising an d th e n u m b e r of Calories b u rn e d
Lesso n Ch eck
Do y o u k n o w H OW?
Use the table.
Average Maximum Daily Temperature
in January fo r N o rth e rn L a titu d es
L a titu d e (° N) 35 33 30 25 43 40 39
Temperature (°F) 46 52 67 76 32 37 44
Source: U.S. D e p a rtm e n t o f C om m erce
- Make a scatter plot of the data. W hat type of
relationship does th e scatter plot show? - Draw a tren d line an d write its equation.
- Predict the average m axim um daily tem p eratu re in
January at a latitude of 50° N.
\
Do y o u UN DERSTAN D? ^ PRACTICES
0 4. Vocabulary Given a set of d ata pairs, how w ould you
decide w h e th e r to u se interpolation or extrapolation
to find a certain value?
- Com pare and Contrast How are a tren d line an d the
line of b est fit for a set of d ata pairs similar? How are
they different?
0 6. E r r o r A n a l y s i s Refer to the table below. A stu d en t
says th a t the d ata have a negative correlation
because as x d e c r e a s e s , y also decreases. W hat is the
stu d e n t’s error?
a^107541 0
a^1 0-2-4-7 -9
340 Chap t er 5 Linear Funct ions