Causal Inference in Statistics. A Primer - Judea Pearl
| Автор: | Judea Pearl |
| Издательство: | John Wiley & Sons Limited |
| Серия: | |
| Жанр произведения: | Математика |
| Год издания: | 0 |
| isbn: | 9781119186854 |
Many of the concepts and terminology surrounding modern causal inference can be quite intimidating to the novice. Judea Pearl presents a book ideal for beginners in statistics, providing a comprehensive introduction to the field of causality. Examples from classical statistics are presented throughout to demonstrate the need for causality in resolving decision-making dilemmas posed by data. Causal methods are also compared to traditional statistical methods, whilst questions are provided at the end of each section to aid student learning.