Causality 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025

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Judea Pearl 作者

Cambridge University Press

译者

2009-9-14 出版日期

484 页数

USD 50.00 价格

Hardcover

丛书系列

9780521895606 图书编码

Causality 在线电子书图书标签: Causality 统计数学人工智能方法论 Statistics 统计学 Pearl

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发表于2025-01-23

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Causality 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2025

Causality 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025

Causality 在线电子书用户评价

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“Data is a window to reality and data science is eyeglass that enables us to look through the window. It is not a mirror through which data looks at itself under makeup.”

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目前唯一可以读到的这一领域顶级教材

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A good book worth reading for anyone with math/stat background and also would love to learn causal inference. Core chapters include chap 2,3,4,7. However, the biggest pain point for me reading this book is thinking where and how I could apply the idea and approaches that I learned into my daily data science work. It's still a little bit hard for me

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讨论小组一起看了第一章。

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讨论小组一起看了第一章。

Causality 在线电子书著者简介

Causality 在线电子书图书目录

Causality 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Causality 在线电子书图书描述

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, economics, philosophy, cognitive science, and the health and social sciences. Judea Pearl presents and unifies the probabilistic, manipulative, counterfactual, and structural approaches to causation and devises simple mathematical tools for studying the relationships between causal connections and statistical associations. Cited in more than 2,100 scientific publications, it continues to liberate scientists from the traditional molds of statistical thinking. In this revised edition, Judea Pearl elucidates thorny issues, answers readers' questions, and offers a panoramic view of recent advances in this field of research. Causality will be of interest to students and professionals in a wide variety of fields. Dr Judea Pearl has received the 2011 Rumelhart Prize for his leading research in Artificial Intelligence (AI) and systems from The Cognitive Science Society.

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