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Testing Linearity of Data: Identifying Linear Functions, Summaries of Calculus

How to test if a table of data represents a linear function by calculating the constant rate of change between consecutive pairs of points. It also demonstrates how to find the formula for a linear function given a table of data. Three examples are provided for practice.

Typology: Summaries

2021/2022

Uploaded on 09/12/2022

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3.3 Modeling Data With Linear Functions
A table of data is linear if there is a constant average rate of change between all pairs of points.
Testing for Linearity
to test if a table of data is linear, calculate the average rate of change between each
consecutive pair of points
if the rate of change is constant, the data represents a linear function
if not, then it is not a linear function
x 0 2 5 9
y 0 64 160 288
x 3 4 6 9
y 4 6 10 18
Example 1
Determine whether or not each of the following tables represents a linear function.
(a)
x 2 4 6 8
y 12 17 21 25
pf3
pf4
pf5

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3.3 Modeling Data With Linear Functions

A table of data is linear if there is a constant average rate of change between all pairs of points.

Testing for Linearity

• to test if a table of data is linear, calculate the average rate of change between each

consecutive pair of points

• if the rate of change is constant, the data represents a linear function

• if not, then it is not a linear function

x 0 2 5 9 y 0 64 160 288 x 3 4 6 9 y 4 6 10 18

Example 1

Determine whether or not each of the following tables represents a linear function.

(a)

x 2 4 6 8 y 12 17 21 25

(b)

x 0 3 5 6 9 y 4 13 19 22 31

Finding a Formula for a Table that is Linear

• the constant average rate of change found when determining that the table is linear is

the slope of the line

• use this slope and any one point from the table, write the equation using the point-

slope form, then solve for “y” to get the function equation

Continuing our earlier example:

x 0 2 5 9 y 0 64 160 288

Plotting a Table of Data

We will walk through plotting the data from the first example.

x 0 2 5 9 y 0 64 160 288

Press , select Plot1, turn the plot on, choose scatterplot, set Xlist and Ylist

Press , choose “EDIT”, put the x-values in L1 and the y-values in L

Press to see the scatterplot

Example 4

Plot each of the following tables of data. Does the plot look linear?

(a)

x 1.3 2.5 3.3 4.2 5. y 2.6 2.3 2 1.8 1.

(b)

x 0.3 1.3 2.2 3.3 4. y 5.6 2 0.92 0.77 0.