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Histograms and Density Plots to Summarize Numeric Variables; How and why we summarize numeric data sets (also known as qualitative or continuous variables) using frequency tables, histograms, and Kernel density plots. How to Create and Modify Histograms with R ( • Histograms in R | R Tu... )
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This statistics video tutorial presents the idea of a histogram as well as a density plot.
A histogram is a common plot to see, which helps describe the distribution of a single numeric variable. A (Kernel) Density plot may be less commonly known by name, but is a useful companion to a histogram; you may have seen the density plot without knowing their name.
These plots are very useful in helping us to visualize and describe the distribution of a numeric (quantitative/continuous) variable. Here we will talk about what these plots display and why they are useful in statistics and in research.
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