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Bivariate Data, SM-Bank 015

The heights (in cm) and ages (in months) of a random sample of 15 boys have been plotted in the scatterplot below.

A line of best fit has been fitted to the data.

 

  1. State the independent variable in the graph.   (1 mark)

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  2. Describe this association in terms of strength and direction.   (2 marks)

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  3. Determine the gradient of the line of best fit, giving your answer correct to one decimal place.   (2 marks)
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Show Answers Only

i.    \(\text{Independent variable: age (months)}\)

ii.    \(\text{Association: strong and positive}\)

iii.   \(0.5\)

Show Worked Solution

i.    \(\text{Independent variable}\ \ \Rightarrow\ \ x\text{-axis variable} \)

\(\text{age (months)}\)
 

ii.    \(\text{Association:} \)

\(\text{Strength: strong (data points are tightly gathered to the LOBF)}\)

\(\text{Direction: positive (as age ↑, height ↑)}\)
 

iii.   \(\text{LOBF passes through (15, 83.25) and (35, 94)} \)

\(\text{Gradient}\ = \dfrac{y_2-y_1}{x_2-x_1} = \dfrac{94-83.25}{35-15} = 0.5375 = 0.5\ \text{(1 d.p.)} \)

Filed Under: Bivariate Data Tagged With: num-title-ct-coreb, smc-5022-30-Correlation, smc-5022-80-(In)Dependent variables

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