Simulation, Bootstrap, And Confidence Intervals

Use Python to make uncertainty visible.

Units

1. Unit 04.00: Sampling variation with NumPy simulation.
2. Unit 04.01: Sampling distributions.
3. Unit 04.02: Standard error.
4. Unit 04.03: Bootstrap resampling.
5. Unit 04.04: Confidence intervals for means and proportions.
6. Unit 04.05: Interval interpretation and common mistakes.

Module work

• Activity
• Knowledge check
• Summary