The “hist” Function in R

  • Package: Base R (no specific package required)

  • Purpose: Creates histograms of a numeric vector.

  • General Class: Data Visualization

  • Required Argument(s):

    • x: A numeric vector.

  • Notable Optional Arguments:

    • breaks: A specification of the breakpoints (bins) for the histogram. This can be an integer specifying the number of breaks or a numeric vector specifying the breakpoints.

    • main: A main title for the histogram.

    • xlab: A label for the x-axis.

    • ylab: A label for the y-axis.

    • col: The color of the bars.

    • border: The color of the border around the bars.

    • freq: A logical value indicating whether the histogram should be based on frequencies (TRUE) or densities (FALSE). The default is TRUE.

  • Example:

  • # Example vector
    data <- c(2, 4, 6, 8, 10, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20)

    # Create a histogram
    hist(data, breaks = 5, main = "Histogram Example", xlab = "Values", col = "blue", border = "black")

  • In this example, the hist function is used to create a histogram of the numeric vector data with 5 bins. The main title, x-axis label, color of bars, and border color are specified as additional arguments. The resulting histogram is then plotted.

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The “cov” Function in R