Bootstrapping

Statistical Simulation in Python

Tushar Shanker

Data Scientist

Easter eggs

Easter Eggs

Statistical Simulation in Python

Easter eggs

Distribution of Easter Eggs

Statistical Simulation in Python

Bootstrapping Easter eggs

Easter Eggs - Bootstrapped Samples

Statistical Simulation in Python

Bootstrapped distribution

Easter Eggs - Bootstrapped Distribution

Statistical Simulation in Python

Bootstrap - Good to know

  • Run at least 5-10k iterations.
  • Expect an approximate answer.
  • Consider bias correction.
Statistical Simulation in Python

Let's practice!

Statistical Simulation in Python

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