Causal Inference in Statistics. A Primer. Judea Pearl

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Название: Causal Inference in Statistics. A Primer

Автор: Judea Pearl

Издательство: John Wiley & Sons Limited

Жанр: Математика

Серия:

isbn: 9781119186854

isbn: 0

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.