Statistics in R

You might need some guidance for getting the statistical work done.

Building intuition

• Galton Board: The binomial distribution
• Covariance, Variance, Standard Deviation, Correlation
• Cool with Statistical Independence
• p-value, for loop

Statistical tests

• Basics of Bivariate Statistical Tests

  • correlation test
  • t.test
  • anova
  • chi-squared

Modeling

• Ordinary Least Squares Modeling
• Difference in Difference

Resampling methods

• Bootstrapped confidence intervals

External resources

• Data Manipulation
• Data Visualization