QUESTION IMAGE
Question
a person travels by car. they record their miles driven in a data table.
using desmos, calculate the linear regression equation of this data.
| time driving (hours) | 0 | 1 | 2 | 3 | 4 | 5 | 6 |
|---|
$y = -1.79x + 61.93$
$y = 0.016x + 0.03$
$y = 61.93x - 1.79$
$y = 0.03x + 0.016$
Step1: Define variables
Let $x$ = Time Driving (Hours), $y$ = Total Distance (Miles)
Step2: Identify linear regression form
Linear regression: $y = mx + b$, where $m$ = slope, $b$ = y-intercept
Step3: Calculate slope/ intercept
Using the data points $(0,0), (1,55), (2,120), (3,188), (4,252), (5,307), (6,366)$, the regression gives $m \approx 61.93$, $b \approx -1.79$
Step4: Form the equation
Substitute $m$ and $b$ into the linear form.
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$y = 61.93x - 1.79$