PencilGo

Grade 9 · Math · Algebra 1

9th grade Regression lines and residuals worksheet

6 printable versionsOn Level10 questions · answer keyFree · no account

Level: Building Confidence · On Level · Challenge Me

When it’s done, scan the sheet with your phone and PencilGo marks it and picks the next one. Create a free account

Version
Print

Regression lines and residuals

Grade 9 Math Worksheet

NameDate

Circle the best answer, or write your answer on the line.

  1. Milo plotted the temperature against cricket chirps and fit a least-squares line. What is the residual for the dot at x = 30?

  2. Noah plotted an ice block melting in the sun and fit a least-squares line. What is the residual for the dot at x = 25?

  3. Pia plotted the height of a stack of paper cups and fit a least-squares line. What is the residual for the dot at x = 6?

  4. Ren plotted kite height against string let out and fit a least-squares line. What is the residual for the dot at x = 60?

  5. Tala plotted a puppy's weight. The least-squares line is y = 1.6x + 2.4. What does the slope 1.6 mean?

    • Over all the data, the weight rises 1.6 pounds in total.
    • For each extra week, the weight tends to rise about 1.6 pounds.
    • The weight is exactly 1.6 pounds more each week, with no scatter.
    • When x is 0, the weight is about 1.6 pounds.
  6. Ari plotted an ice block melting in the sun. The least-squares line is y = -11.5x + 420. What does the slope -11.5 mean?

    • For each extra minute, the mass tends to fall about 11.5 grams.
    • Over all the data, the mass falls 11.5 grams in total.
    • When x is 0, the mass is about 11.5 grams.
    • For each extra minute, the mass tends to rise about 11.5 grams.
  7. Bo plotted reading time against chapter length. The least-squares line is y = 2.2x + 4.5. What does the slope 2.2 mean?

    • When x is 0, the reading time is about 2.2 minutes.
    • For each extra page, the reading time tends to rise about 2.2 minutes.
    • The reading time is exactly 2.2 minutes more each page, with no scatter.
    • Over all the data, the reading time rises 2.2 minutes in total.
  8. Jun plotted snow depth as the sun comes out. The least-squares line is y = -2.4x + 30. What does the y-intercept 30 mean, if anything?

    • It has no real meaning, because x = 0 is not a real time.
    • At x = 0, the moment the snow stopped, the snow depth was about 30 centimeters.
    • The snow depth changes about 30 centimeters each hour.
  9. Kira plotted lemonade sales against the temperature. The least-squares line is y = 2.5x - 128. What does the y-intercept -128 mean, if anything?

    • The number of cups sold changes about 128 cups each degree.
    • Nothing real: x = 0 is far outside the data, and the number of cups sold cannot be −128.
    • At x = 0, the number of cups sold would be about −128 cups.
  10. Luz plotted kite height against string let out. The least-squares line is y = 0.6x - 3. What does the y-intercept -3 mean, if anything?

    • At x = 0, the kite height would be about −3 meters.
    • The kite height changes about 3 meters each meter of string.
    • Nothing real: x = 0 is far outside the data, and the kite height cannot be −3.
PencilGopencilgo.com

9th grade Regression lines and residuals worksheet – printable
Print: 123456

About this worksheet

Regression lines and residuals. Every version has 10 questions, and the answer key prints on the second page.

What your child will learn

  • I can find a residual as observed minus predicted, and say what its sign means.
  • I can say what the slope and the y-intercept of a fitted line mean in the story, or that the intercept means nothing real.
  • I can use the residuals to judge whether a line is a good model.

Standard: S-ID.B.6a–c, S-ID.C.7

Words to know

least-squares (regression) line: The calculator's best line through the dots.

predicted value: The line's y at a given x.

residual: Observed y minus predicted y: the up-or-down gap to the line.

slope (in a story): The typical change in y for one more unit of x.

y-intercept (in a story): The predicted y when x is 0, if that makes sense.

residual pattern: Signs that run in groups, showing the data bend away from the line.

Common mistakes

Your child subtracted in the wrong order, so the residual's sign flipped. A residual is the actual value minus the predicted value; a dot above the line has a positive residual.

Your child multiplied by the slope but left out the y-intercept. Say the line out loud: slope times x, then plus the y-intercept.

Your child multiplied x by the wrong number in the line's equation. The number right next to x is the slope; it is the one that multiplies x.

Questions parents ask

What is the most common mistake with regression lines and residuals?

Your child subtracted in the wrong order, so the residual's sign flipped. A residual is the actual value minus the predicted value; a dot above the line has a positive residual.

Are these 9th grade math worksheets free to print?

Yes. All 6 printable versions at each level are free to print, with the answer key, and no account is needed.

More algebra 1

See all Algebra 1

Every sheet you scan goes into your child’s record: dated, marked and ready for the year-end portfolio. Homeschool records