News
2025-06-24
A new chapter (14 Comparing Models) on model comparisons was added, concluding Part 3 of the book.
Also, a small section on permutation statistics was added to 9 Overfitting.
2025-05-21
New chapters on iterative optimization and feature selection.
Whenever a section has a corresponding computing supplement, an icon (e.g., ) is shown that directly links to that section.
Non-user facing changes:
- Some prep work for future light/dark mode.
- Move to mirai for parallel processing.
2024-10-01
Enabled google analytics.
2024-09-23
Chapter 4 is now on missing data, bumping subsequent chapter numbers.
New chapters on resampling and grid search are now online.
2024-06-17
Several new chapters on embeddings, splines/interactions/discretization, and overfitting. Also, shinylive is used for interactive visualizations of concepts.
2024-01-02
Fixed various typos.
2023-12-21
Typo fix on main page.
2023-12-19
Small updates.
Updated snapshot.
The background color of premade outputs has been changed to the pages background color (#16).
2023-12-11
No new content.
Updated snapshot.
Includes new Google Scholar links for articles (#8)
2023-11-17
Updated renv snapshot.
2023-10-09
First committed versions.