Regression lines and residuals
Grade 9 Math Worksheet - Building Confidence

Circle the best answer, or write your answer on the line.
Milo plotted a puppy's weight. The line predicts 18.4 at x = 10, and the dot there is at y = 19.4. What is the residual at x = 10?
Noah plotted a tomato plant's height. The line predicts 42 at x = 5, and the dot there is at y = 40.4. What is the residual at x = 5?
Scatter plot on a dot grid. Across (x): weeks since planting, from 0 to 9, a tick every 1. Up (y): plant height in cm, from 0 to 70, a tick every 10. Each dot is one measurement. The dots, left to right: (1, 14), (2, 24.6), (3, 30.9), (4, 35.2), (5, 40.4), (6, 46.3), (7, 57.3), (8, 61.3). The calculator's least-squares line is y = 6.5x + 9.5. Scatter plot on a dot grid. Across (x): weeks since planting, from 0 to 9, a tick every 1. Up (y): plant height in cm, from 0 to 70, a tick every 10. Each dot is one measurement. The dots, left to right: (1, 14), (2, 24.6), (3, 30.9), (4, 35.2), (5, 40.4), (6, 46.3), (7, 57.3), (8, 61.3). The calculator's least-squares line is y = 6.5x + 9.5. 0 1 2 3 4 5 6 7 8 9 0 10 20 30 40 50 60 70 weeks since planting plant height in cm y = 6.5x + 9.5 Pia plotted a candle's height as it burns. The line predicts 19.5 at x = 3, and the dot there is at y = 17.4. What is the residual at x = 3?
Scatter plot on a dot grid. Across (x): hours burned, from 0 to 8, a tick every 1. Up (y): candle height in cm, from 0 to 30, a tick every 5. Each dot is one check. The dots, left to right: (0, 25.4), (1, 22.4), (2, 21.5), (3, 17.4), (4, 16.9), (5, 16.4), (6, 15.2), (7, 14.8). The calculator's least-squares line is y = -1.5x + 24. Scatter plot on a dot grid. Across (x): hours burned, from 0 to 8, a tick every 1. Up (y): candle height in cm, from 0 to 30, a tick every 5. Each dot is one check. The dots, left to right: (0, 25.4), (1, 22.4), (2, 21.5), (3, 17.4), (4, 16.9), (5, 16.4), (6, 15.2), (7, 14.8). The calculator's least-squares line is y = -1.5x + 24. 0 1 2 3 4 5 6 7 8 0 5 10 15 20 25 30 hours burned candle height in cm y = -1.5x + 24 Ren plotted reading time against chapter length. The line predicts 44.1 at x = 18, and the dot there is at y = 45.1. What is the residual at x = 18?
Scatter plot on a dot grid. Across (x): pages in the chapter, from 5 to 25, a tick every 5. Up (y): minutes to read it, from 0 to 60, a tick every 5. Each dot is one chapter. The dots, left to right: (8, 21.7), (10, 28.1), (12, 30.4), (14, 35.1), (16, 38.2), (18, 45.1), (22, 51.9), (24, 58.3). The calculator's least-squares line is y = 2.2x + 4.5. Scatter plot on a dot grid. Across (x): pages in the chapter, from 5 to 25, a tick every 5. Up (y): minutes to read it, from 0 to 60, a tick every 5. Each dot is one chapter. The dots, left to right: (8, 21.7), (10, 28.1), (12, 30.4), (14, 35.1), (16, 38.2), (18, 45.1), (22, 51.9), (24, 58.3). The calculator's least-squares line is y = 2.2x + 4.5. 5 10 15 20 25 0 5 10 15 20 25 30 35 40 45 50 55 60 pages in the chapter minutes to read it y = 2.2x + 4.5 Zee plotted the height of a stack of paper cups. The calculator's line is y = 1.8x + 6.4. What does the line predict for x = 7?
Scatter plot on a dot grid. Across (x): cups in the stack, from 0 to 14, a tick every 2. Up (y): stack height in cm, from 0 to 30, a tick every 5. Each dot is one stack. The dots, left to right: (2, 10.2), (4, 12.7), (5, 15.5), (6, 16.7), (8, 22.6), (9, 22.7), (10, 24.4), (12, 27.2). The calculator's least-squares line is y = 1.8x + 6.4. Scatter plot on a dot grid. Across (x): cups in the stack, from 0 to 14, a tick every 2. Up (y): stack height in cm, from 0 to 30, a tick every 5. Each dot is one stack. The dots, left to right: (2, 10.2), (4, 12.7), (5, 15.5), (6, 16.7), (8, 22.6), (9, 22.7), (10, 24.4), (12, 27.2). The calculator's least-squares line is y = 1.8x + 6.4. 0 2 4 6 8 10 12 14 0 5 10 15 20 25 30 cups in the stack stack height in cm y = 1.8x + 6.4 Ari plotted kite height against string let out. The calculator's line is y = 0.6x - 3. What does the line predict for x = 35?
Scatter plot on a dot grid. Across (x): meters of string let out, from 10 to 80, a tick every 10. Up (y): kite height in meters, from 0 to 50, a tick every 5. Each dot is one flight. The dots, left to right: (20, 11.4), (25, 9.7), (30, 15.5), (40, 21.4), (45, 23.1), (50, 27), (60, 30.4), (70, 41.5). The calculator's least-squares line is y = 0.6x - 3. Scatter plot on a dot grid. Across (x): meters of string let out, from 10 to 80, a tick every 10. Up (y): kite height in meters, from 0 to 50, a tick every 5. Each dot is one flight. The dots, left to right: (20, 11.4), (25, 9.7), (30, 15.5), (40, 21.4), (45, 23.1), (50, 27), (60, 30.4), (70, 41.5). The calculator's least-squares line is y = 0.6x - 3. 10 20 30 40 50 60 70 80 0 5 10 15 20 25 30 35 40 45 50 meters of string let out kite height in meters y = 0.6x - 3 Bo plotted an ice block melting in the sun. The calculator's line is y = -11.5x + 420. What does the line predict for x = 12?
Scatter plot on a dot grid. Across (x): minutes in the sun, from 0 to 40, a tick every 5. Up (y): ice block mass in grams, from 0 to 500, a tick every 50. Each dot is one weighing. The dots, left to right: (0, 419.4), (5, 363.2), (10, 306.9), (15, 245.8), (20, 189.1), (25, 133.5), (30, 73), (35, 19.1). The calculator's least-squares line is y = -11.5x + 420. Scatter plot on a dot grid. Across (x): minutes in the sun, from 0 to 40, a tick every 5. Up (y): ice block mass in grams, from 0 to 500, a tick every 50. Each dot is one weighing. The dots, left to right: (0, 419.4), (5, 363.2), (10, 306.9), (15, 245.8), (20, 189.1), (25, 133.5), (30, 73), (35, 19.1). The calculator's least-squares line is y = -11.5x + 420. 0 5 10 15 20 25 30 35 40 0 50 100 150 200 250 300 350 400 450 500 minutes in the sun ice block mass in grams y = -11.5x + 420 Esme plotted snow depth as the sun comes out. The residual for the dot at x = 4 is -0.8. What does that mean?
Scatter plot on a dot grid. Across (x): hours after the snow stopped, from 0 to 12, a tick every 2. Up (y): snow depth in cm, from 0 to 35, a tick every 5. Each dot is one reading. The dots, left to right: (0, 30.4), (2, 26.4), (3, 22.9), (4, 19.6), (6, 13.8), (7, 12.3), (8, 11), (10, 7.6). The calculator's least-squares line is y = -2.4x + 30. Scatter plot on a dot grid. Across (x): hours after the snow stopped, from 0 to 12, a tick every 2. Up (y): snow depth in cm, from 0 to 35, a tick every 5. Each dot is one reading. The dots, left to right: (0, 30.4), (2, 26.4), (3, 22.9), (4, 19.6), (6, 13.8), (7, 12.3), (8, 11), (10, 7.6). The calculator's least-squares line is y = -2.4x + 30. 0 2 4 6 8 10 12 0 5 10 15 20 25 30 35 hours after the snow stopped snow depth in cm y = -2.4x + 30 Each dot is one reading. The calculator's least-squares line is y = -2.4x + 30. - The dot is 0.8 centimeters below the line; the line predicted too much.
- The dot is 0.8 hours to the left of the line.
- The line is off by 0.8 centimeters at every x.
- The dot is 0.8 centimeters above the line; the line predicted too little.
Kira plotted reading time against chapter length. The residual for the dot at x = 12 is -2.2. What does that mean?
Scatter plot on a dot grid. Across (x): pages in the chapter, from 5 to 25, a tick every 5. Up (y): minutes to read it, from 0 to 60, a tick every 5. Each dot is one chapter. The dots, left to right: (8, 22.7), (10, 26.4), (12, 28.7), (14, 35), (16, 41.5), (18, 46), (22, 50.6), (24, 57.9). The calculator's least-squares line is y = 2.2x + 4.5. Scatter plot on a dot grid. Across (x): pages in the chapter, from 5 to 25, a tick every 5. Up (y): minutes to read it, from 0 to 60, a tick every 5. Each dot is one chapter. The dots, left to right: (8, 22.7), (10, 26.4), (12, 28.7), (14, 35), (16, 41.5), (18, 46), (22, 50.6), (24, 57.9). The calculator's least-squares line is y = 2.2x + 4.5. 5 10 15 20 25 0 5 10 15 20 25 30 35 40 45 50 55 60 pages in the chapter minutes to read it y = 2.2x + 4.5 - The line is off by 2.2 minutes at every x.
- The dot is 2.2 minutes above the line; the line predicted too little.
- The dot is 2.2 pages to the left of the line.
- The dot is 2.2 minutes below the line; the line predicted too much.
Luz plotted a tomato plant's height. The residual for the dot at x = 7 is 1.6. What does that mean?
Scatter plot on a dot grid. Across (x): weeks since planting, from 0 to 9, a tick every 1. Up (y): plant height in cm, from 0 to 70, a tick every 10. Each dot is one measurement. The dots, left to right: (1, 15.6), (2, 21.3), (3, 29.4), (4, 37.2), (5, 43.2), (6, 46.5), (7, 56.6), (8, 60.2). The calculator's least-squares line is y = 6.5x + 9.5. Scatter plot on a dot grid. Across (x): weeks since planting, from 0 to 9, a tick every 1. Up (y): plant height in cm, from 0 to 70, a tick every 10. Each dot is one measurement. The dots, left to right: (1, 15.6), (2, 21.3), (3, 29.4), (4, 37.2), (5, 43.2), (6, 46.5), (7, 56.6), (8, 60.2). The calculator's least-squares line is y = 6.5x + 9.5. 0 1 2 3 4 5 6 7 8 9 0 10 20 30 40 50 60 70 weeks since planting plant height in cm y = 6.5x + 9.5 - The dot is 1.6 centimeters below the line; the line predicted too much.
- The dot is 1.6 centimeters above the line; the line predicted too little.
- The line is off by 1.6 centimeters at every x.
- The dot is 1.6 weeks to the right of the line.