Inferential statistics

Inferential statistics differs from descriptive statistics in that inferential statistics attempts to infer conclusions from data instead of simply summarizing it. Examples of inferential statistics include:

  • t-test
  • chi square
  • ANOVA
  • Bootstrapping

These inferential techniques are generally deferred from pandas to other tools such as SciPy and StatsModels.