Stanford OLI Probstat - Part 1 - Exploratory Data Analysis

Learn the basics of probability and statistics:

Register for a free account at the Stanford Open Courseware Web site at https://lagunita.stanford.edu/. Enroll in the free course Probability and Statistics (Open + Free - April 2017 release).

Read and understand modules:

• EDA: Examining Distributions
  • One Quantitative Variable: Graphs (except stemplots)
  • One Quantitative Variable: Measures of Center
  • One Quantitative Variable: Measures of Spread (Range, IQR, Outliers)
  • One Quantitative Variable: Boxplots
  • One Quantitative Variable: Measures of Spread - Standard Deviation
• EDA: Examining Relationships
  • Examining Relationships
  • Case C→Q
  • Case C→C
  • Case Q→Q: Scatterplots
  • Case Q→Q: Linear Relationships
  • Causation
• EDA: Examining Relationships