Easy Statistics With R

During the Fall Semester of 2018 with the help of Frank Saforo, my TA for Statistics, I created a set of notes 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 1 Lab 2 Lab 3
  • Intro to R
  • Import csv files
  • Create Scatterplots
  • Create Histograms
  • Summary Statistics
  • Reading from external Files
  • Contingency tables
  • Simulate probability distributions
  • Uniform Distribution
Lab 4 Lab 5 Lab 6
  • Binomial Distribution
  • Poisson Distribution
  • Normal Distribution
  • Subsets in R
  • Central Limit Theorem
  • Normality of Histogram
  • Confidence Intervals
  • Hypothesis testing
Lab 7 Lab 8 Lab 9
  • Exploring Normality
  • Chi-Square Analysis
  • Hypothesis testing using T-tests (A)
  • Hypothesis testing and confidence intervals for proportions
  • Sub-setting based on a variable
  • Hypothesis testing using T-tests (B)
Lab 10 Lab 11 Lab 12
  • One Way ANOVA
  • Simple Linear Regression (A)
  • Simple Linear Regression (B)