Eduqas A-Level Geography A110QS
Coastal LandscapesLandscape
Glaciated LandscapesLandscape
Changing Places
Water and Carbon Cycles
Global Migration
Global Governance of the Oceans
Tectonic Hazards
EcosystemsContemporary theme
Economic Growth and Challenge: IndiaContemporary theme
Economic Growth and Challenge: ChinaContemporary theme
Development in an African ContextContemporary theme
Energy Challenges and DilemmasContemporary theme
Weather and ClimateContemporary theme
Geographical Skills
Geographical Skills
Correlation and Spearman Rank
- 3 things to know
- All three components
Overview
Line of best fit, positive correlation and a negative correlation and residual on a scatter plot.
What you need to know
Answer each one before you reveal it.
Which variable goes on which axis of a scatter plot?
What is a line of best fit?
Questions from this subtopic
Each one with the model answer underneath.
- 1
What does a scatter plot show?
Model answer
A scatter plot shows the relationship between two variables, one on each axis. Each point represents one pair of observations.
- 2
Which variable goes on which axis of a scatter plot?
Model answer
The independent variable goes on the horizontal axis and the dependent on the vertical. The convention makes the direction of influence clear.
- 3
What is a line of best fit?
Model answer
A line of best fit is a straight line drawn to pass as close as possible to all the points. The line summarises the trend and allows estimation.
- 4
Describe a positive correlation and a negative correlation.
Model answer
A positive correlation means both variables rise together. A negative correlation means one rises as the other falls.
- 5
What is a residual on a scatter plot?
Model answer
A residual is the vertical distance between a point and the line of best fit. Large residuals identify places that do not follow the general relationship.
- 6
What does Spearman Rank measure?
Model answer
Spearman Rank measures the strength and direction of a relationship between two ranked variables. The coefficient produced lies between −1 and +1.
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