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Distinguish linear and non-linear relationships

A linear relationship changes at a constant rate: its table has constant first differences, its graph forms a straight line, and it can be represented by an equation such as y=mx+by=mx+b, whether or not it passes through the origin. A nonlinear relationship has a changing rate of change and does not produce a straight-line graph; distinguishing these forms helps connect verbal situations, tables, graphs, and equations, without requiring formal function notation or advanced nonlinear models.

Detailed Explanation: Distinguish linear and non-linear relationships

To distinguish a linear relationship from a nonlinear one, look for a constant rate of change.

  • In a table, check whether the first differences are the same.
  • On a graph, a linear relationship makes a straight line.
  • In an equation, a linear relationship can be written as y=mx+by=mx+b, where mm is the constant rate of change.

Example: Is the relationship in the table linear or nonlinear?

xxyy
0055
1188
221111
331414

Step 1: Find the changes in yy.

As xx increases by 11 each time:

8−5=38-5=3 11−8=311-8=3 14−11=314-11=3

The first differences are all 33.

Step 2: Decide.

Because the change in yy is constant, the relationship is linear. Its rate of change is 33.

Step 3: Write an equation.

When x=0x=0, y=5y=5, so the starting value is b=5b=5. The rate of change is m=3m=3.

Therefore, the equation is

y=3x+5y=3x+5

The graph of this relationship would be a straight line. If the differences had changed instead of staying at 33, the relationship would be nonlinear.

Learn by doing: Distinguish linear and non-linear relationships

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First and Second Differences - Completed Table to Function Type


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