
Recognizing Linear and Exponential Data
The problem: For each table of data, find either a linear or exponential function that models the data.
c).
|
Notice that as each x increases by 1, each y does NOT increase
by a constant amount. Thus, the data cannot be modeled by a linear function.
Since the ratio of consecutive y-values is 1.5
,
the model will be exponential. There are two ways to obtain an exponential
model for this data: symbolically and by the calculator using exponential
regression.
1). Finding the model symbolically.
The general form of an exponential is
.
Recall that C is the value of the function when x = 0.
Since the data point (0, 3) is given, C = 3 and since every y-value is 1.5
times the previous value, a = 1.5.
Therefore, the exponential function which models the data is
.
2). The equation of the curve can be determined using the calculator
exponention regression capability as follows:
Press STAT then select EDIT. Enter the x values in
and the y values in
.
Check the
menu to
be sure that there are no functions listed and Plot1 is on (highlighted).
Set the Viewing Rectangle
to [-10,10,1] by [-10,20,1]. Then press GRAPH to see the scatterplot
of the data. Note that the points do not appear to be in a straight
line.
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Next press STAT, ARROW RIGHT to CALC, the select 0:ExpReg.
Then press ENTER.
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The results show that the equation form is y= a* b^x (same as
), where
a=3 and b= 1.5. Thus, the result
is y = 3*(1.5)^x which is identical to
.
To verify this graphically, graph
the function,
and the scatterplot simultaneously.
The result is shown below.
Therefore, the exponential function which models the data is
.
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