Statistical Simulation in Python

Simulasi Statistik di Python

Tushar Shanker

Data Scientist

Topics covered

  • Basics of randomness & simulation.
  • Simulation & probability.
  • Bootstrapping and resampling methods.
  • Advanced applications of simulation.
Simulasi Statistik di Python

Introduction to random variables

Continuous Random Variables

  • Infinitely many possible values.
  • e.g., Height / Weight

Weighing Scale

Simulasi Statistik di Python

Introduction to random variables

Continuous Random Variables

  • Infinitely many possible values.
  • e.g., Height / Weight Weighing Scale

Discrete Random Variables

  • Finite set of possible values.
  • e.g., Outcomes of a six-sided die Dice
Simulasi Statistik di Python

Probability distributions

Continuous Probability Distributions

Normal Distribution

Simulasi Statistik di Python

Probability distributions

Continuous Probability Distributions

Normal Distribution

Discrete Probability Distributions

Binomial Distribution

Simulasi Statistik di Python

Let's practice!

Simulasi Statistik di Python

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