Statistics

Statistics is the broad study of data — including how to best organise, analyse, represent, and interpret data. The study of probability theory and statistical learning extends from statistical foundations.

Key concepts

Foundations

• Outlier
• Expected value
• Standard deviation
• Variance
• Correlation
  • Pearson correlation coefficient
• Probability distribution
  • Bernoulli distribution
  • Binomial distribution
  • Poisson distribution
  • Normal distribution
    • Z-score
  • Central limit theorem

Resources

• Statistical Inference, by George Casella and Roger L. Berger

See also

• Probability