Exercises: Interpret the Slope and Intercept of a Linear Model
Work through each section in order. For every interpretation, write a full sentence about the real situation and include UNITS. Remember: the slope is a rate of change (y-units per x-unit) and the intercept is the predicted value when x = 0 (in y-units) — but the intercept is only meaningful when x = 0 is realistic and near the data.
Warm-Up: Identify Slope and Intercept
These problems review identifying a and b in y = a + bx.
A linear model is written . In the savings model (where is months and is dollars), which number is the slope and which is the intercept?
A model gives for a phone bill, where is minutes and is dollars. A student writes "the slope is ." Why is this interpretation incomplete?
Fluency Practice
Interpret each slope or intercept as a sentence with units.
The scatter plot below shows a phone bill versus minutes used, with a fitted line . The dashed step shows that moving unit to the right on raises by . Which is the best interpretation of the slope ?
A model gives for a phone bill (dollars) versus minutes. By how many dollars does the predicted bill change when minutes increase by exactly ? ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲ ̲
A car's value is modeled by , where is age in years and is value in dollars. Which is the best interpretation of the slope ?
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