Introduction to Bootstrapping in Data Science — part

 By Medium - 2021-03-16

Description

Introduction to bootstrapping techniques in univariate data with source code in Python. Comparison with traditional statistical methods.

Summary

  • 1 To boldly go where no theory has gone before.
  • For example, bootstrapping the median or other quantiles is hard unless the sample size is quite large.
  • Take a random sample of the population (the same as before).
  • Calculate the statistic (mean, in this case) for the resample and store the result in a list.

 

Topics

  1. Backend (0.3)
  2. Database (0.15)
  3. Management (0.11)

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