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Advantages:

  • The nature of the relationship is generally easier to see: linear, polynomial, exponential, power etc;
  • The range and domain of the data sets are immediately apparent,
  • Estimation for intermediate values (interpolation) is relatively straightforward.

Disadvantages:

  • Not very useful if the observations are unevenly spread over a large range or domain (very skewed distribution).
  • Exact values not given,
  • Exact parameters describing relationship not available,
  • Tendency of naive users to extrapolate.
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Q: What are the advantages and disadvantages of presenting a relationship between two variables in a graph?
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