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Marketing Management

Correlation, confidence intervals and extrapolation

  • 2 things to know
  • Papers 1, 2 and 3

Overview

Positive and negative correlation, why correlation is not cause, confidence intervals and extrapolation.

What you need to know

Answer each one before you reveal it.

Your recallNot started
Evaluation

What is negative correlation, and how is the strength of a correlation judged?

Key term

What does a wide scatter of points around a downward-sloping line suggest about the correlation?

Questions from this subtopic

Each one with the model answer underneath.

  1. 1

    What is positive correlation?

    Model answer

    When two variables move in the same direction, both increasing or both decreasing together.

  2. 2

    What is negative correlation?

    Model answer

    When two variables move in opposite directions, one increasing as the other decreases.

  3. 3

    How is the strength of a correlation determined?

    Model answer

    By how closely the data points cluster around a line of best fit; strong correlation shows points close to the line, weak correlation shows points widely scattered.

  4. 4

    Why does correlation not prove causation?

    Model answer

    Two variables may be correlated without one causing the other; the relationship could be coincidental or influenced by a third factor.

  5. 5

    What is a confidence interval?

    Model answer

    A range of values within which the true population value is likely to fall, expressed with a stated level of confidence.

  6. 6

    How does changing the confidence level affect the width of a confidence interval?

    Model answer

    A higher confidence level produces a wider interval, while a lower confidence level produces a narrower interval.

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