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Learning pandas - Second Edition by Michael Heydt

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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.

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