Cogito
Integrated Math 1 · Chapter 8 · Lesson 3
Scatterplots and Lines of Fit
Fitting a line to real data.
12 problems · about 22 minutes · S-ID.B.6, S-ID.C.7
Figure — use these to answer the problems
Warm Up
Straightforward practice. Get the method working first.
5 problemsPredicted 30, actual 34. What is the residual?
AnswerWhat should a residual plot look like for a good linear model?
- Random scatter with no leftover pattern.
- A clear curve.
y = 3x + 2 at x = 5. Predicted value?
AnswerPredicted 17, actual 14. Residual?
AnswerA negative residual means the model did what? 1 overestimated, 2 underestimated.
Answer
Build It Up
The same ideas with more to keep track of.
3 problemsA model has slope 4 dollars per hour. Predicted rise for 3 more hours, in dollars?
Answery = 0.5x + 10 at x = 20. Predicted value?
AnswerDoes a good line of fit prove causation? 1 yes, 0 no.
Answer
Stretch Yourself
Mixed problems. Work out what kind of question it is before you start.
4 problemsPut the fitting process in order.
Write 1 to 4 in the boxes to put these in order.
- Plot the data as a scatterplot.
- Check whether the pattern looks linear.
- Fit a line through the middle of the cloud.
- Check the residuals for a leftover pattern.
Predicted 25, actual 25. Residual?
AnswerThe Residual
Predicted 9, actual 11. What is the residual?
AnswerThe Prediction
y = 2x + 1 at x = 6. What is the predicted value?
Answer