Year 9 · Unit 5 · Lesson 4 · teacher page

Teaching: using the line to predict

Students find the equation of a line of best fit from two points and judge how far a prediction can be trusted.

Statistics and ProbabilityNo calculator

At a glance. One lesson of about 60 minutes. Gradient and intercept from two points on the line, prediction, interpolation and extrapolation, and checking that a value is possible.

Calculator: no calculator. No calculator is needed: the arithmetic is small multiples and one division.

What students will learn

Know

  • y = mx + c from a line of best fit.
  • Interpolation is inside the data range; extrapolation is outside.
  • A prediction must be a possible value.

Understand

  • The model is only reliable where the data support it.
  • The intercept may mean nothing in context.

Do

  • Find m and c from two points.
  • Predict y from x and x from y.
  • Judge a prediction by how far it is from the data.

MYP assessment criteria

Wording paraphrased. What this lesson gives you evidence for, and what to look for:

The one thing to do with the figure

Ask for a prediction at ages 6, 12 and 30 before moving the slider. Then ask them to rank the three by how much they trust them.

Move to 40 and let the number speak: 318 cm. Ask what went wrong; the line did nothing wrong, it was used far beyond its data.

A possible order

5 minWarm-up, then answers.
8 minHook: the line at 40.
12 minThe figure; rank predictions by trust.
12 minWorked examples; gradient from two points.
5 minQuestion 1, the check.
13 minYour turn, Levels 1 to 3.
5 minExit ticket, question 9.

The answers

Warm-up2; 22; the mean x and mean y.
Worked examplesy = 6x + 78. 129 cm and 174 cm; 129 is more reliable.
Faded exampley = 8x + 12.
1. Gradient from two pointsA. B inverts the fraction; C adds instead of subtracting.
2. Predicting from y = mx + c80.
3. Predicting from y = mx + c51.
4. Finding the gradient4.
5. Finding the intercept9, so the line is y = 4x + 9.
6. Interpolating39.
7. Solving for x20.3 years.
8. How far past the data44 weeks.
9. Which prediction to trustA. B and C both extrapolate.

What each wrong answer tells you

They giveWhat it usually meansWhat to do
B or C in question 1Inverts the fraction or adds.Ask: is gradient rise over run or run over rise?
37, 32, 60 in question 2Adds, or drops the gradient or the constant.Write 5 × 12 on its own line first.
28, 24, 36 in question 3Same slips with different numbers.Substitute with brackets.
24, 6, 0.25 in question 4Rise only, run only, or inverted.Draw the rise and run triangle.
12, 17, 25 in question 5Subtracts or adds the wrong amount.Ask what 4 × 3 is part of.
33.3 or 122 in question 7Leaves out the 78 or the division.Undo the equation in reverse order.
52 or 43 in question 8Reports the week or is off by one.Ask: how many weeks after week 8?

Questions worth asking

Differentiation

A way in for anyone stuck

Stretch

Students learning in English as an additional language

Pair “interpolation” with “inter” (between) and “extrapolation” with “extra” (outside).

WordPlain meaningExample
gradienthow much y changes for one step in x6 cm each year
interceptthe value of y where the line meets x = 078
interpolationpredicting inside the range of the dataage 8.5
extrapolationpredicting outside the range of the dataage 40
predictiona value worked out from a line or model, not measured120 cm at age 7

Sentence starters for explaining aloud or in writing:

Two things not to say

“The line is the truth.” It is a model of the dots.

“It is wrong because the answer is silly.” Say the line was used outside its data.

Questions to set

Extra practice in three tiers, including one question from earlier work for spacing. Every answer has been checked.

1Fluency

The idea on its own, with friendly numbers. Set these first.

  1. Predicty = 3x + 12. Find y when x = 10.
    42.
  2. GradientFind the gradient through (2, 8) and (6, 20).
    3.

2In context

The same idea inside a situation, where the first job is deciding what to calculate.

  1. EquationA line passes through (2, 8) and (6, 20). Find its equation.
    y = 3x + 2.
  2. TypeData cover x from 5 to 20. Is x = 12 interpolation or extrapolation? And x = 40?
    Interpolation; extrapolation.

3Challenge

Reasoning, generalizing and working backwards.

  1. ReasoningA line gives a negative number of hours of sleep at x = 30. What does that tell you?
    The line cannot be used that far outside its data.
  2. From Lesson 3A line through the mean point (4, 55) has gradient 5. Find y at x = 8.
    75.

Practicalities

Works on a phone or a shared screen. Nothing a student types is saved or sent anywhere.

The slider works with the keyboard and by touch; “Show me the steps” describes four states in words.

On paper: a printed graph and ruler, with the measured range shaded.