R and Statistics

In this chapter, we will cover the following topics:

  • Understanding data sampling in R
  • Operating a probability distribution in R
  • Working with univariate descriptive statistics in R
  • Performing correlations and multivariate analysis
  • Conducting an exact binomial test
  • Performing student's t-test
  • Performing the Kolmogorov-Smirnov test
  • Understanding the Wilcoxon Rank Sum and Signed Rank test
  • Working with Pearson's Chi-squared test
  • Conducting a One-way ANOVA
  • Performing a Two-way ANOVA

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