Easy Statistics With R

Over the years I have been creating various labs  in R for basic Statistics. Here are some links to the corresponding labs, that contain the codes and data to run them, with a brief description.

Lab 1Lab 2Lab 3
  • Intro to R
  • Our First R code
  • Reading from external Files
  • Import csv files
  • Create Scatterplots
  • Create Histograms
  • Summary Statistics
  • Contingency tables
  • Simulate probability distributions
  • Uniform Distribution
Lab 4Lab 5Lab 6
  • Binomial Distribution
  • Poisson Distribution
  • Normal Distribution
  • Subsets in R
  • Central Limit Theorem
  • Normality of Histogram
  • Confidence Intervals
  • Hypothesis testing
Lab 7Lab 8Lab 9
  • Exploring Normality
  • One Sample T-test
  • Chi-Square Analysis
  • One proportion test
  • Hypothesis testing using T-tests (A)
Lab 10Lab 11Lab 12
  • Hypothesis testing using T-tests (B)
  • Two Proportions test
  • Sub-setting Using Tidyverse
  • ANOVA
  • Simple Linear Regression (A)
Lab 13
  • Simple Linear Regression(B)
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