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Scatter Graphs & CorrelationCambridge IGCSE Maths: Subtopic test

10 questions, 26 marks

Cambridge IGCSE Maths

Scatter Graphs & Correlation

Total 26 marks

Name

Class

Date

  1. 1
    A researcher records the number of hours studied (x) and the exam score (%, y) for 8 students: (1, 45), (2, 50), (3, 60), (4, 65), (5, 72), (6, 78), (7, 85), (8, 90).
    (a)
    What type of correlation does this data show?
    [1 mark]
    • APositive correlation
    • BNegative correlation
    • CZero correlation
    • DNo pattern
    (b)
    As the number of hours studied increases, what generally happens to the exam score?
    [1 mark]
    • AIt generally decreases
    • BIt generally increases
    • CIt stays exactly the same
    • DIt varies randomly with no pattern
    (c)
    Using the trend in the data, which of the following is the best estimate of the exam score for a student who studies 4.5 hours?
    [1 mark]
    • A60
    • B55
    • C75
    • D68

    Total for question 1: 3 marks

  2. 2
    A gardener records the amount of fertiliser (g), x, given to 6 plants and their height (cm), y, after a month: (10, 18), (20, 24), (30, 30), (40, 35), (50, 41), (60, 48).
    (a)
    Describe the type and strength of correlation shown by this data.
    [2 marks]
    (b)
    Using the trend in the data, estimate the height of a plant given 35 g of fertiliser.
    [2 marks]

    Total for question 2: 4 marks

  3. 3
    A line of best fit for a scatter graph relating advertising spend (£1000s), x, and monthly sales (£1000s), y, passes through the points (2, 15) and (8, 45).
    (a)
    Find the gradient of the line of best fit.
    [3 marks]
    (b)
    Find the equation of the line of best fit in the form y=mx+cy = mx + c.
    [3 marks]

    Total for question 3: 6 marks

  4. 4
    A scientist studies the relationship between temperature (°C), x, and the number of ice creams sold, y, at a beach kiosk over 10 days, and finds a positive correlation. The line of best fit passes through the points (18, 40) and (30, 160).
    (a)
    Find the equation of the line of best fit in the form y=mx+cy = mx + c.
    [4 marks]
    (b)
    Use the line of best fit to estimate the number of ice creams sold when the temperature is 25°C.
    [4 marks]
    (c)
    The scientist wants to use the line of best fit to predict sales when the temperature is 40°C. State the predicted value, and explain why this prediction may be unreliable.
    [5 marks]

    Total for question 4: 13 marks

End of questions