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4.8: Statistical Literacy

  • Page ID
    2332
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    Learning Objectives

    • Relationship between age and sleep

    Age and Sleep

    The graph below showing the relationship between age and sleep is based on a graph that appears on this web page.

    scatter_plot.png
    Figure \(\PageIndex{1}\): Graph showing relationship between age and sleep

    Example \(\PageIndex{1}\)

    Based on the graph in Figure \(\PageIndex{1}\) Why might Pearson's correlation not be a good way to describe the relationship?

    Solution

    Pearson's correlation measures the strength of the linear relationship between two variables. The relationship here is not linear. As age increases, hours slept decreases rapidly at first but then levels off.


    This page titled 4.8: Statistical Literacy is shared under a Public Domain license and was authored, remixed, and/or curated by David Lane via source content that was edited to the style and standards of the LibreTexts platform; a detailed edit history is available upon request.