Simulation basics

Statisticale simulatie in Python

Tushar Shanker

Data Scientist

Simulations

Framework for modeling real-world events.

  • Characterized by repeated random sampling.
Statisticale simulatie in Python

Simulations

Framework for modeling real-world events.

  • Characterized by repeated random sampling.
  • Gives us an approximate solution.
Statisticale simulatie in Python

Simulations

Framework for modeling real-world events.

  • Characterized by repeated random sampling.
  • Gives us an approximate solution.
  • Can help solve complex problems.
Statisticale simulatie in Python

Simulation steps

  1. Define possible outcomes for random variables.
  2. Assign probabilities.
  3. Define relationships between random variables.
Statisticale simulatie in Python

Simulation steps

  1. Define possible outcomes for random variables.
  2. Assign probabilities.
  3. Define relationships between random variables.
  4. Get multiple outcomes by repeated random sampling.
  5. Analyze sample outcomes.
Statisticale simulatie in Python

Simulating the dice game

Dice Game Simulation

Statisticale simulatie in Python

Simulating the dice game

Dice Game Simulation

Statisticale simulatie in Python

Simulating the dice game

Dice Game Simulation

Statisticale simulatie in Python

Let's practice!

Statisticale simulatie in Python

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