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Plotting the distribution of the data

Before summarizing data with descriptive statistics or making inferences about parameters it is important to look at the data. It is hard to see any patterns by looking at a list of hundreds of numbers. Equally, a single descriptive statistic in isolation can be misleading and give the wrong impression of the data. A plot of the data is therefore essential.

  1. Open the file tutorials\Speed of Light.xlsx.
  2. Click a cell in the dataset.
  3. On the Analyse-it ribbon tab, in the Statistical Analyses group, click Distribution and then click Mean and Central Moments.
    The analysis task pane opens. A histogram, univariate plot, and descriptive statistics are added to the analysis task pane.
  4. In the Y variable list box, Select Speed.
  5. Click Calculate.
    The results are calculated and the analysis report opens.

The histogram of the data shows a normal distribution except for two outliers.

frequency histogram

Next topic: Estimating the population mean

  •  Tutorials
  •  Distribution tutorial
  •  Plotting the distribution of the data
  •  Estimating the population mean
  •  Excluding outliers
  •  Changing the histogram classes
  •  Correlation / PCA tutorial
  •  Compare groups means tutorial
  •  Association in 2-way contingency tables tutorial
  •  Simple linear regression tutorial
  •  Bland-Altman method comparison tutorial
  •  Estimating the precision of a measurement procedure (CLSI EP05-A3)
  •  Evaluating the linearity of a measurement procedure (CLSI EP06-A)
  •  Verifying the precision of a measurement procedure against a performance claim and estimating the bias (CLSI EP15-A3)
  •  Pareto charts tutorial
  •  Process control charts tutorial
  •  Process capability tutorial



Version 6.15
Published 18-Apr-2023
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Statistical analysis and method validation software for Microsoft Excel.
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