Causal Inference in Statistics. A Primer. Judea Pearl

Математика.

Название
Causal Inference in Statistics. A Primer
Автор:
Judea Pearl
Серия:
Жанр:
Математика
Год выпуска:
0
isbn:
9781119186854
Аннотация:
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.