Distributions are an important tool in statistics to describe data and make assumptions. We look at various descriptive distributions and how to apply them in R. We examine the discrete uniform distribution, binomial distribution, uniform distribution, normal distribution, t-distribution, Chi-square distribution, and F-distribution. We learn how to visualise data with ggplot2 in R and how to create simple documents with Quarto Markdown.

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Distributions, Graphics, and Quarto Markdown

  • Benjamin E. Schlegel

摘要

Distributions are an important tool in statistics to describe data and make assumptions. We look at various descriptive distributions and how to apply them in R. We examine the discrete uniform distribution, binomial distribution, uniform distribution, normal distribution, t-distribution, Chi-square distribution, and F-distribution. We learn how to visualise data with ggplot2 in R and how to create simple documents with Quarto Markdown.