Causality : models, reasoning, and inference
Книга

Causality : models, reasoning, and inference

Pearl Judea

Универсальный читальный залИндекс: BD541 - .P43

Библиографическое описание

Издательство
Cambridge university press
Год издания
2009
Объём
465 с.
ISBN
978-0-521-89560-6
Шифр
BD541 - .P43
Авторский знак (Кеттер)
.P43
Авторский знак (Хавкина)
P 36
Индекс ББК
22.17
Индекс LCC
BD541
Дисциплина
Mathematics -1

Ключевые слова

causalitypdf69causal analysisprobabilisticmanipulativecounterfactualand structural approaches to causality mathematical toolsprobabilities

Тематические рубрики

  • Probability theory - Mathematical statistics - Discrete analysis
  • Causation
  • Probabilities

Аннотация

Written by one of the preeminent researchers in the field, this book provides a comprehensive exposition of modern analysis of causation. It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in the fields of statistics, artificial intelligence, philosophy, and cognitive science