Mathematics 10 — Exercise 11.1 · Q8 (i–iii)

Full question

Football players took speed and strength tests, each marked out of 200. Plot the paired scores from the table, draw a line of best fit and describe the correlation. Abdullah scored 60 in the second test. Estimate his score in the first test.

First testSecond test
20160
38142
70130
40120
10070
11050
50140
13644
15036
80100

Step-by-step solution

  1. Each table column forms ONE ordered pair (x,y). Keep each pair together.

  2. Label the horizontal and vertical axes, choose uniform scales, then plot every pair.

  3. Draw a straight line through the middle of the point cloud, with points on both sides. This is an estimate; different sensible hand-drawn lines give slightly different predictions.

  4. Strong negative correlation: y tends to fall as x rises.

  5. For reproducible estimates the drawn line uses least squares. Its slope is Σ(x−x̄)(y−ȳ)/Σ(x−x̄)²; intercept is ȳ−slope×x̄.

    y=774039043241-43462×x43241
  6. For multiplication of fractions, multiply the numerators together and the denominators together.

    7740390×11×43241
  7. Calculate these two products separately.

    774039043241
  8. Calculate this operation before combining the remaining terms.

    7740390×143241=774039043241
  9. For multiplication of fractions, multiply the numerators together and the denominators together.

    (-1)×77403901×43241
  10. Calculate this operation before combining the remaining terms.

    (-1)×774039043241=-774039043241
  11. For multiplication of fractions, multiply the numerators together and the denominators together.

    (-43462)×11×43241
  12. Calculate these two products separately.

    -4346243241
  13. Calculate this operation before combining the remaining terms.

    (-43462)×143241=-4346243241
  14. The given value is on the VERTICAL axis. Rearrange y=mx+c: subtract c, then divide by m to estimate x.

    60−774039043241-4346243241
  15. To add these fractions, first use a common denominator: the least common multiple of their denominators.

    LCD=43241
  16. Multiply this numerator AND denominator by the same factor. Its value stays unchanged.

    60×11=60×432411×43241
  17. Calculate the converted numerator; the denominator is now common.

    259446043241
  18. For multiplication of fractions, multiply the numerators together and the denominators together.

    (-7740390)×11×43241
  19. Calculate this operation before combining the remaining terms.

    (-7740390)×143241=-774039043241
  20. Multiply this numerator AND denominator by the same factor. Its value stays unchanged.

    -774039043241=(-7740390)×143241×1
  21. Calculate the converted numerator; the denominator is now common.

    -774039043241
  22. Calculate this operation before combining the remaining terms.

    (-1)×7740390=-7740390
  23. Calculate this operation before combining the remaining terms.

    2594460−7740390=-5145930
  24. For multiplication of fractions, multiply the numerators together and the denominators together.

    (-5145930)×11×43241
  25. Calculate these two products separately.

    -514593043241
  26. Calculate this operation before combining the remaining terms.

    (-5145930)×143241=-514593043241
  27. Keep the common denominator and add the signed numerators.

    2594460−774039043241=-514593043241
  28. Calculate this operation before combining the remaining terms.

    60−774039043241=-514593043241
  29. For multiplication of fractions, multiply the numerators together and the denominators together.

    1×(-43241)1×43462
  30. Calculate these two products separately.

    -4324143462
  31. Calculate this operation before combining the remaining terms.

    1×(-4324143462)=-4324143462
  32. Calculate this operation before combining the remaining terms.

    1-4346243241=-4324143462
  33. Calculate this operation before combining the remaining terms.

    (-5145930)×(-43241)=222515159130
  34. Calculate this operation before combining the remaining terms.

    43241×43462=1879340342
  35. For multiplication of fractions, multiply the numerators together and the denominators together.

    222515159130×11×1879340342
  36. Calculate this operation before combining the remaining terms.

    222515159130×11879340342=257296521731
  37. For multiplication of fractions, multiply the numerators together and the denominators together.

    (-5145930)×(-43241)43241×43462
  38. Calculate these two products separately.

    2225151591301879340342
  39. The numerator and denominator have this greatest common divisor. Divide BOTH by it.

    GCD=86482
  40. For multiplication of fractions, multiply the numerators together and the denominators together.

    222515159130×11×86482
  41. Calculate these two products separately.

    22251515913086482
  42. Show the two divisions explicitly.

    222515159130864828648286482
  43. Evaluate the denominator division.

    8648286482=1
  44. Write the reduced fraction.

    2572965×11
  45. Calculate this operation before combining the remaining terms.

    222515159130×186482=2572965
  46. For multiplication of fractions, multiply the numerators together and the denominators together.

    1879340342×11×86482
  47. Calculate these two products separately.

    187934034286482
  48. Show the two divisions explicitly.

    1879340342864828648286482
  49. Write the reduced fraction.

    21731×11
  50. Calculate this operation before combining the remaining terms.

    1879340342×186482=21731
  51. For multiplication of fractions, multiply the numerators together and the denominators together.

    2572965×11×21731
  52. Calculate this operation before combining the remaining terms.

    2572965×121731=257296521731
  53. Show the two divisions explicitly.

    22251515913086482187934034286482
  54. Evaluate the numerator division.

    22251515913086482=2572965
  55. Evaluate the denominator division.

    187934034286482=21731
  56. Write the reduced fraction.

    257296521731
  57. For multiplication of fractions, multiply the numerators together and the denominators together.

    (-43241)×11×43462
  58. Calculate this operation before combining the remaining terms.

    (-43241)×143462=-4324143462
  59. Calculate this operation before combining the remaining terms.

    (-514593043241)×(-4324143462)=257296521731

Answer

Strong negative correlation. Estimated First test≈118.40.

2003317.34634.65951.87269.18586.498104111121124138137156150173Estimate ≈ 118.40First testSecond test