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Descriptive Statistics

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Corpus Linguistics and Statistics with R
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Abstract

Descriptive statistics summarize information. In this chapter, we review two kinds of descriptive statistics: measures of central tendency and measures of dispersion. Measures of central tendency are meant to summarize the profile of a variable. Although widespread, these statistics are often misused. I provide guidelines for using them. Measures of dispersion are complementary: they are meant to assess how good a given measure of central tendency is at summarizing the variable.

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Notes

  1. 1.

    It would make little sense to say that mild agentivity is twice as less as high agentivity.

  2. 2.

    With par(), you can set up graphical parameters. A layout with two plots side by side is specified using mfrow(). The line par(mfrow=c(1,2)) means “multiframe, row-wise, 1 line × 2 columns layout”. As a result, the two plots are organized in one row and two columns.

  3. 3.

    As a rule, the smaller the data set, the more sensitive it is towards extreme values.

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Desagulier, G. (2017). Descriptive Statistics. In: Corpus Linguistics and Statistics with R. Quantitative Methods in the Humanities and Social Sciences. Springer, Cham. https://doi.org/10.1007/978-3-319-64572-8_7

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