Schedule overview

Part 1 of the workshop formally runs August 7–9. (Part 2 run August 12–14.) I we manage to cover everything (we won’t), the times below are approximate for the lessons and exercises we will do.

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Daily schedule

• Pre-workshop

  • Lesson 0: Setting up computing resources

• Day 1: Wednesday, August 7

  • 9:30 - Lesson 1: Polars and split-apply-combine

  • 11:00 - Exercise 1. Polars and split-apply-combine

  • 13:00 - Lesson 2: Exploratory plotting

  • 14:30 - Exercise 2. Exploratory plotting

  • 15:00 - Lesson 3: Probability distributions and the plug-in principle

  • 16:00 - Exercise 3. Working with probability distributions

• Day 2: Thursday, August 8

  • 9:30 - Lesson 4: Nonparametric inference with hacker stats

  • 11:00 - Exercise 4: Nonparametric hacker stats

  • 13:00 - Lesson 5: Generative modeling and parametric inference

  • 14:00 - Exercise 5: Generative modeling

  • 14:30 - Lesson 6: Maximum likelihood estimation

• Day 3: Friday, August 9

  • 9:30 - Exercise 6: Maximum likelihood estimation

  • 11:30 - Lesson 7: Variate-covariate modeling

  • 13:30 - Exercise 7: MLE with variate-covariate models

  • 14:30 - Lesson 8: Model assessment

  • 15:30 - Exercise 8: Model assessment