or power regression is most appropriate. Then
(a) find the regression equation and use it to estimate
the average orbital radius of Saturn, given it orbits
the Sun every 29.46 yr, and (b) estimate how many
years it takes Uranus to orbit the Sun, given it has an
average orbital radius of 19.2 AU.
54. Ocean temperatures: The
temperature of ocean water
depends on several factors,
including salinity, latitude,
depth, and density. However,
between depths of 125 m and
2000 m, ocean temperatures are
relatively predictable, as
indicated by the data shown for
tropical oceans in the table. Use
a graphing calculator to draw
the scatter-plot, then use the
scatter-plot, the context, and
any previous experience to
decide whether a polynomial,
exponential, logarithmic, or power regression is
most appropriate (end behavior rules out linear and
quadratic models as possibilities).
Source: UCLA at www.msc.ucla.oceanglobe/pdf/
thermo_plot_lab
a. Find the regression equation and use it to
estimate the water temperature at a depth of
2850 m.
b. If the model were still valid at greater depths,
what is the ocean temperature at the bottom of
the Marianas Trench, some 10,900 m below
sea level?
55. Predator/prey model: In
the wild, some rodent
populations vary inversely
with the number of
predators in the area. Over
a period of time, a
conservation team does an
extensive study on this
relationship and gathers the
data shown. Draw a scatter-
plot of the data and (a) find
a regression equation that
models the data. According
to the model, (b) if there
are 150 predators in the
area, what is the rodent population? (c) How many
predators are in the area if studies show a rodent
population of 3000 animals?
b. Find a regression equation that models the
data. According to the model, what percent of
births will have a low birth weight if the
mother was 58 years old?
51. Growth of cell phone
use: The tremendous
surge in cell phone use
that began in the early
nineties has continued
unabated into the new
century. The total
number of subscriptions
is shown in the table for
selected years, with
and the
number of subscriptions in millions. Use the data
to draw a scatter-plot. Does the data seem to
follow an exponential or logistic pattern? Find the
regression equation. According to the model, how
many subscriptions were there in 1997? How
many subscriptions does your model project for
2005? 2010? In what year will the subscriptions
exceed 220 million?
Source: 2000/2004 Statistical Abstracts of the United States,
Tables 919/1144.
52. Absorption rates of fabric:
Using time lapse photography, the
spread of a liquid is tracked in
one-fifth of a second intervals, as
a small amount of liquid is
dropped on a piece of fabric. Use
the data to draw a scatter-plot,
then use the context and scatter-
plot to find the regression
equation. To the nearest hundredth
of a second, how long will it take
the stain to reach a size of 15 mm?
53. Planetary orbits: The table shown
gives the time required for the first
five planets to make one complete
revolution around the
Sun (in years), along
with the average orbital
radius of the planet in
astronomical units
( million
miles). Use a graphing
calculator to draw the
scatter-plot, then use
the scatter-plot, the
context, and any previous experience to decide
whether a polynomial, exponential, logarithmic,
1 AU 92.96
1990 S 0
MWTII–11 Modeling with Technology II Exponential, Logarithmic, and Other Regression Models 501
Time Size
(sec) (mm)
0.2 0.39
0.4 1.27
0.6 3.90
0.8 10.60
1.0 21.50
1.2 31.30
1.4 36.30
1.6 38.10
1.8 39.00
College Algebra—
Planet Years Radius
Mercury 0.24 0.39
Venus 0.62 0.72
Earth 1.00 1.00
Mars 1.88 1.52
Jupiter 11.86 5.20
Predators Rodents
10 5100
20 2500
30 1600
40 1200
50 950
60 775
70 660
80 575
90 500
100 450
Year Subscriptions
(millions)
0 5.3
3 16.0
6 44.0
8 69.2
12 140.0
13 158.7
(1990 S 0)
Depth Temp
(meters) ( )
125 13.0
250 9.0
500 6.0
750 5.0
1000 4.4
1250 3.8
1500 3.1
1750 2.8
2000 2.5
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